Manik Varma

Distinguished Scientist and Vice President

Personal webpage

Publications

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- MOGIC: Metadata-Infused Oracle Guidance for Improved Extreme Classification
  
  Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Shikhar Mohan, Deepak Saini, Yashoteja Prabhu, Lakshya Kumar, Jian Jiao, Amit Singh, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma
  
  ICML 2025 | July 2025
  
  Publication
- Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval
  
  Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma
  
  KDD 2024 | August 2024
  
  DOI Publication Publication
- OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
  
  Shikhar Mohan, Deepak Saini, Anshul Mittal, Sayak Roy Chowdhury, Bhawna Paliwal, Jian Jiao, Manish Gupta, Manik Varma
  
  2024 International Conference on Machine Learning | July 2024
  
  Publication
- MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
  
  Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
  
  2024 The Web Conference | May 2024
  
  Publication PDF Download
- Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
  
  Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik)
  
  ICLR 2024 | April 2024
  
  Publication Project
- Deep encoders with auxiliary parameters for extreme classification
  
  Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  KDD 2023 | August 2023
  
  Publication
- Personalized retrieval over millions of items
  
  Hemanth Vemuri, Sheshansh Agrawal, Shivam Mittal, Deepak Saini, Akshay Soni, Abhinav V. Sambasivan, Wenhao Lu, Yajun Wang, Mehul Parsana, Purushottam Kar, Manik Varma
  
  In Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval | July 2023
  
  Publication
- Renee: End-to-end training of extreme classification models
  
  Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma
  
  In Proceedings of the Conference on Machine Learning and Systems, Miami, Florida | June 2023
  
  Publication Project
- NGAME: Negative mining-aware mini-batching for extreme classification
  
  K. Dahiya, N. Gupta, D. Saini (desaini), A. Soni, Y. Wang, K. Dave, J. Jiao, K. Gururaj, P. Dey, A. Singh, D. Hada, V. Jain, B. Paliwal, A. Mittal, S. Mehta, R. Ramjee, S. Agarwal, P. Kar, Manik Varma
  
  ACM International Conference on Web Search and Data Mining, Singapore | March 2023
  
  Publication
- Multimodal extreme classification
  
  Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  IEEE/CVF Conference on Computer Vision and Pattern Recognition | June 2022
  
  Publication
- Generalized Zero-Shot Extreme Multi-label Learning
  
  Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma
  
  2021 Knowledge Discovery and Data Mining | August 2021
  
  DOI Publication Project
- SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels
  
  Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  ICML 2021 | July 2021
  
  PDF
- ECLARE: Extreme classification with label graph correlations
  
  Anshul Miital, Noveen Sachdeva, Sheshansh Agrawal, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  ACM International WWW Conference | April 2021
  
  Publication
- GalaXC: Graph neural networks with labelwise attention for extreme classification
  
  Deepak Saini, Arnav Kumar Jain, Kushal Dave, Jian Jiao, Amit Singh, Ruofei Zhang, Manik Varma
  
  ACM International World Wide Web Conference | April 2021
  
  PDF
- DECAF: Deep extreme classification with label features
  
  Anshul Mittal , Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | March 2021
  
  Publication
- DeepXML: A deep extreme multi-Label learning framework applied to short text documents
  
  Kunal Dahiya, Deepak Saini, Anshul Mittal, Kushal Dave, Himanshu Jain, Sumeet Agarwal, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | March 2021
  
  Publication
- RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
  
  Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain
  
  NeurIPS 2020 | November 2020
  
  Publication Project Project
- Extreme Regression for Dynamic Search Advertising
  
  Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | February 2020
  
  Publication Project
- Extreme Classification
  
  Manik Varma
  
  Communications of the ACM | November 2019, Vol 62(11): pp. 44-45
  
  Publication
- One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Classification
  
  Dhrubojyoti Roy, S. Srivastava, Aditya Kusupati, Pranshu Jain, Manik Varma, A. Arora
  
  ACM Transactions on Sensor Networks | September 2019
  
  DOI Publication Publication Project
- Slice: Scalable Linear Extreme Classifiers trained on 100 Million Labels for Related Searches
  
  Himanshu Jain, Venkatesh Balasubramanian, Bhanu Chunduri, Manik Varma
  
  WSDM ’19 | February 2019
  
  Best Paper Award
  
  PDF
- Extreme Classification
  
  Samy Bengio, Krzysztof Dembczyński, Thorsten Joachims, Marius Kloft, Manik Varma
  
  Report from Dagstuhl Seminar 18291 | July 2018
  
  Publication
- GesturePod: Gesture-based Interaction Cane for People with Visual Impairments
  
  Shishir Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain
  
  MSR-TR-2018-14 | May 2018
  
  Published by Microsoft
  
  Publication Project
- Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising
  
  Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal, Manik Varma
  
  ACM International WWW Conference | April 2018
  
  Publication
- Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation
  
  Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | February 2018
  
  Publication Publication Project
- Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
  
  Ashish Kumar, Saurabh Goyal, Manik Varma
  
  ICML 2017 | May 2017
  
  PDF Project Project
- ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
  
  Ankit Gupta, Chirag GuptaArun Sai Suggala, Ankit Gupta, Harsha Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain
  
  International Conference on Machine Learning, Sydney | February 2017
  
  Publication Project Project
- Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.
  
  Himanshu Jain, Yashoteja Prabhu, Manik Varma
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2016
  
  Publication Project
- A Statistical Approach To Material Classification Using Image Patch Exemplars
  
  Manik Varma, Andrew Zisserman
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2016
  
  Publication
- Sparse Local Embeddings for Extreme Multi-label Classification
  
  Kush Bhatia, Himanshu Jain, Purushottam Kar, Manik Varma, Prateek Jain
  
  Proceedings of the 28th Annual Conference on Advances in Neural Information Processing Systems (NIPS) | December 2015
  
  Publication Publication
- Active Learning for Sparse Bayesian Multilabel Classification
  
  Deepak Vasisht, Andreas Damianou, Manik Varma, Ashish Kapoor
  
  Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014
  
  Publication Publication
- Active learning for sparse Bayesian multi-label classification
  
  Deepak Vasisht, Andreas Damianou, Manik Varma, Ashish Kapoor
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining, New York | August 2014
  
  Publication
- FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning
  
  Yashoteja Prabhu, Manik Varma
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014
  
  Publication Publication Project
- On p-norm path following in multiple kernel learning for non-linear feature selection
  
  Pratik Jawanpuria, Manik Varma, J. Saketha Nath
  
  International Conference on Machine Learning | June 2014
  
  Publication Publication
- Multi-label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages
  
  Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma
  
  Proceedings of the International World Wide Web Conference | May 2013
  
  Publication Project
- SPG-GMKL: Generalized Multiple Kernel Learning with a Million Kernels
  
  A. Jain, S. V. N. Vishwanathan, M. Varma, Manik Varma
  
  Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2012
  
  Publication
- Multiple Kernel Learning and the SMO Algorithm
  
  S. V. N. Vishwanathan, Z. Sun, N. Theera-Ampornpunt, M. Varma, Manik Varma
  
  Advances in Neural Information Processing Systems | December 2010
  
  Publication
- Efficient Max-Margin Multi-Label Classification with Applications to Zero-Shot Learning
  
  Bharath Hariharan, S.V. N. Vishwanathan, Manik Varma
  
  MSR-TR-2010-141 | October 2010
  
  Published by Microsoft
  
  Publication
- Multiple kernels for object detection
  
  Andrea Vedaldi, Varun Gulshan, Manik Varma, Andrew Zisserman
  
  International Conference on Computer Vision, Kyoto, Japan, | September 2009
  
  Publication
- More Generality in Efficient Multiple Kernel Learning
  
  Manik Varma, B. R. Babu
  
  Proceedings of the International Conference on Machine Learning | June 2009
  
  Publication
- Character recognition in natural images
  
  T. E. de Campos, B. R. Babu, M. Varma, Manik Varma
  
  Proceedings of the International Conference on Computer Vision Theory and Applications, Lisbon, Portugal | February 2009
  
  Publication
- Learning The Discriminative Power-Invariance Trade-Off
  
  M. Varma, D. Ray, Manik Varma
  
  Proceedings of the IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil | October 2007
  
  Publication
- Locally Invariant Fractal Features for Statistical Texture Classification
  
  Manik Varma, Rahul Garg
  
  Proceedings of the IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil | October 2007
  
  Publication
- Computer Aided Generation of Stylized Maps
  
  N. Adabala, M. Varma, K. Toyama, Kentaro Toyama, Manik Varma, Neeharika Adabala
  
  Computer Animation and Virtual Worlds | May 2007, Vol 18: pp. 133-140
  
  Publication
- Unifying Statistical Texture Classification Frameworks
  
  M. Varma, A. Zisserman, Manik Varma
  
  Image and Vision Computing | December 2004, Vol 22(14): pp. 1175-1183
  
  Publication
- Statistical Approaches To Texture Classification
  
  Manik Varma
  
  October 2004
  
  October 2004
  
  Publication
- Estimating Illumination Direction from Textured Images
  
  Manik Varma, A. Zisserman
  
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Washington, DC | June 2004
  
  Publication
- Texture Classification: Are Filter Banks Necessary?
  
  Manik Varma, Andrew Zisserman
  
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Madison, Wisconsin | June 2003
  
  Publication
- Statistical Approaches to Material Classification
  
  Manik Varma, Andrew Zisserman
  
  Proceedings of the Indian Conference on Computer Vision, Graphics and Image Processing, Ahmedabad, India | December 2002
  
  Publication

- MOGIC: Metadata-Infused Oracle Guidance for Improved Extreme Classification
  
  Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Shikhar Mohan, Deepak Saini, Yashoteja Prabhu, Lakshya Kumar, Jian Jiao, Amit Singh, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma
  
  ICML 2025 | July 2025
  
  Publication
- Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval
  
  Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma
  
  KDD 2024 | August 2024
  
  DOI Publication Publication
- OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
  
  Shikhar Mohan, Deepak Saini, Anshul Mittal, Sayak Roy Chowdhury, Bhawna Paliwal, Jian Jiao, Manish Gupta, Manik Varma
  
  2024 International Conference on Machine Learning | July 2024
  
  Publication
- Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
  
  Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik)
  
  ICLR 2024 | April 2024
  
  Publication Project
- Deep encoders with auxiliary parameters for extreme classification
  
  Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  KDD 2023 | August 2023
  
  Publication
- Personalized retrieval over millions of items
  
  Hemanth Vemuri, Sheshansh Agrawal, Shivam Mittal, Deepak Saini, Akshay Soni, Abhinav V. Sambasivan, Wenhao Lu, Yajun Wang, Mehul Parsana, Purushottam Kar, Manik Varma
  
  In Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval | July 2023
  
  Publication
- Renee: End-to-end training of extreme classification models
  
  Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma
  
  In Proceedings of the Conference on Machine Learning and Systems, Miami, Florida | June 2023
  
  Publication Project
- NGAME: Negative mining-aware mini-batching for extreme classification
  
  K. Dahiya, N. Gupta, D. Saini (desaini), A. Soni, Y. Wang, K. Dave, J. Jiao, K. Gururaj, P. Dey, A. Singh, D. Hada, V. Jain, B. Paliwal, A. Mittal, S. Mehta, R. Ramjee, S. Agarwal, P. Kar, Manik Varma
  
  ACM International Conference on Web Search and Data Mining, Singapore | March 2023
  
  Publication
- Multimodal extreme classification
  
  Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  IEEE/CVF Conference on Computer Vision and Pattern Recognition | June 2022
  
  Publication
- Generalized Zero-Shot Extreme Multi-label Learning
  
  Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma
  
  2021 Knowledge Discovery and Data Mining | August 2021
  
  DOI Publication Project
- SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels
  
  Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  ICML 2021 | July 2021
  
  PDF
- GalaXC: Graph neural networks with labelwise attention for extreme classification
  
  Deepak Saini, Arnav Kumar Jain, Kushal Dave, Jian Jiao, Amit Singh, Ruofei Zhang, Manik Varma
  
  ACM International World Wide Web Conference | April 2021
  
  PDF
- DeepXML: A deep extreme multi-Label learning framework applied to short text documents
  
  Kunal Dahiya, Deepak Saini, Anshul Mittal, Kushal Dave, Himanshu Jain, Sumeet Agarwal, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | March 2021
  
  Publication
- RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
  
  Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain
  
  NeurIPS 2020 | November 2020
  
  Publication Project Project
- Extreme Regression for Dynamic Search Advertising
  
  Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | February 2020
  
  Publication Project
- Extreme Classification
  
  Manik Varma
  
  Communications of the ACM | November 2019, Vol 62(11): pp. 44-45
  
  Publication
- One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Classification
  
  Dhrubojyoti Roy, S. Srivastava, Aditya Kusupati, Pranshu Jain, Manik Varma, A. Arora
  
  ACM Transactions on Sensor Networks | September 2019
  
  DOI Publication Publication Project
- Extreme Classification
  
  Samy Bengio, Krzysztof Dembczyński, Thorsten Joachims, Marius Kloft, Manik Varma
  
  Report from Dagstuhl Seminar 18291 | July 2018
  
  Publication
- GesturePod: Gesture-based Interaction Cane for People with Visual Impairments
  
  Shishir Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain
  
  MSR-TR-2018-14 | May 2018
  
  Published by Microsoft
  
  Publication Project
- Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising
  
  Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal, Manik Varma
  
  ACM International WWW Conference | April 2018
  
  Publication
- Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation
  
  Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | February 2018
  
  Publication Publication Project
- Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
  
  Ashish Kumar, Saurabh Goyal, Manik Varma
  
  ICML 2017 | May 2017
  
  PDF Project Project
- ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
  
  Ankit Gupta, Chirag GuptaArun Sai Suggala, Ankit Gupta, Harsha Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain
  
  International Conference on Machine Learning, Sydney | February 2017
  
  Publication Project Project
- Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.
  
  Himanshu Jain, Yashoteja Prabhu, Manik Varma
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2016
  
  Publication Project
- A Statistical Approach To Material Classification Using Image Patch Exemplars
  
  Manik Varma, Andrew Zisserman
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2016
  
  Publication
- Sparse Local Embeddings for Extreme Multi-label Classification
  
  Kush Bhatia, Himanshu Jain, Purushottam Kar, Manik Varma, Prateek Jain
  
  Proceedings of the 28th Annual Conference on Advances in Neural Information Processing Systems (NIPS) | December 2015
  
  Publication Publication
- Active Learning for Sparse Bayesian Multilabel Classification
  
  Deepak Vasisht, Andreas Damianou, Manik Varma, Ashish Kapoor
  
  Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014
  
  Publication Publication
- Active learning for sparse Bayesian multi-label classification
  
  Deepak Vasisht, Andreas Damianou, Manik Varma, Ashish Kapoor
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining, New York | August 2014
  
  Publication
- FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning
  
  Yashoteja Prabhu, Manik Varma
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014
  
  Publication Publication Project
- On p-norm path following in multiple kernel learning for non-linear feature selection
  
  Pratik Jawanpuria, Manik Varma, J. Saketha Nath
  
  International Conference on Machine Learning | June 2014
  
  Publication Publication
- Multi-label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages
  
  Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma
  
  Proceedings of the International World Wide Web Conference | May 2013
  
  Publication Project
- SPG-GMKL: Generalized Multiple Kernel Learning with a Million Kernels
  
  A. Jain, S. V. N. Vishwanathan, M. Varma, Manik Varma
  
  Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2012
  
  Publication
- Multiple Kernel Learning and the SMO Algorithm
  
  S. V. N. Vishwanathan, Z. Sun, N. Theera-Ampornpunt, M. Varma, Manik Varma
  
  Advances in Neural Information Processing Systems | December 2010
  
  Publication
- Multiple kernels for object detection
  
  Andrea Vedaldi, Varun Gulshan, Manik Varma, Andrew Zisserman
  
  International Conference on Computer Vision, Kyoto, Japan, | September 2009
  
  Publication
- More Generality in Efficient Multiple Kernel Learning
  
  Manik Varma, B. R. Babu
  
  Proceedings of the International Conference on Machine Learning | June 2009
  
  Publication
- Character recognition in natural images
  
  T. E. de Campos, B. R. Babu, M. Varma, Manik Varma
  
  Proceedings of the International Conference on Computer Vision Theory and Applications, Lisbon, Portugal | February 2009
  
  Publication
- Learning The Discriminative Power-Invariance Trade-Off
  
  M. Varma, D. Ray, Manik Varma
  
  Proceedings of the IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil | October 2007
  
  Publication
- Locally Invariant Fractal Features for Statistical Texture Classification
  
  Manik Varma, Rahul Garg
  
  Proceedings of the IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil | October 2007
  
  Publication
- MOGIC: Metadata-Infused Oracle Guidance for Improved Extreme Classification
  
  Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Shikhar Mohan, Deepak Saini, Yashoteja Prabhu, Lakshya Kumar, Jian Jiao, Amit Singh, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma
  
  ICML 2025 | July 2025
  
  Publication
- OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
  
  Shikhar Mohan, Deepak Saini, Anshul Mittal, Sayak Roy Chowdhury, Bhawna Paliwal, Jian Jiao, Manish Gupta, Manik Varma
  
  2024 International Conference on Machine Learning | July 2024
  
  Publication
- MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
  
  Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
  
  2024 The Web Conference | May 2024
  
  Publication PDF Download
- Deep encoders with auxiliary parameters for extreme classification
  
  Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  KDD 2023 | August 2023
  
  Publication
- Personalized retrieval over millions of items
  
  Hemanth Vemuri, Sheshansh Agrawal, Shivam Mittal, Deepak Saini, Akshay Soni, Abhinav V. Sambasivan, Wenhao Lu, Yajun Wang, Mehul Parsana, Purushottam Kar, Manik Varma
  
  In Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval | July 2023
  
  Publication
- Slice: Scalable Linear Extreme Classifiers trained on 100 Million Labels for Related Searches
  
  Himanshu Jain, Venkatesh Balasubramanian, Bhanu Chunduri, Manik Varma
  
  WSDM ’19 | February 2019
  
  Best Paper Award
  
  PDF
- Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
  
  Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik)
  
  ICLR 2024 | April 2024
  
  Publication Project
- Deep encoders with auxiliary parameters for extreme classification
  
  Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  KDD 2023 | August 2023
  
  Publication
- Personalized retrieval over millions of items
  
  Hemanth Vemuri, Sheshansh Agrawal, Shivam Mittal, Deepak Saini, Akshay Soni, Abhinav V. Sambasivan, Wenhao Lu, Yajun Wang, Mehul Parsana, Purushottam Kar, Manik Varma
  
  In Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval | July 2023
  
  Publication
- Renee: End-to-end training of extreme classification models
  
  Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma
  
  In Proceedings of the Conference on Machine Learning and Systems, Miami, Florida | June 2023
  
  Publication Project
- NGAME: Negative mining-aware mini-batching for extreme classification
  
  K. Dahiya, N. Gupta, D. Saini (desaini), A. Soni, Y. Wang, K. Dave, J. Jiao, K. Gururaj, P. Dey, A. Singh, D. Hada, V. Jain, B. Paliwal, A. Mittal, S. Mehta, R. Ramjee, S. Agarwal, P. Kar, Manik Varma
  
  ACM International Conference on Web Search and Data Mining, Singapore | March 2023
  
  Publication
- Multimodal extreme classification
  
  Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  IEEE/CVF Conference on Computer Vision and Pattern Recognition | June 2022
  
  Publication
- Generalized Zero-Shot Extreme Multi-label Learning
  
  Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma
  
  2021 Knowledge Discovery and Data Mining | August 2021
  
  DOI Publication Project
- ECLARE: Extreme classification with label graph correlations
  
  Anshul Miital, Noveen Sachdeva, Sheshansh Agrawal, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  ACM International WWW Conference | April 2021
  
  Publication
- DECAF: Deep extreme classification with label features
  
  Anshul Mittal , Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | March 2021
  
  Publication
- DeepXML: A deep extreme multi-Label learning framework applied to short text documents
  
  Kunal Dahiya, Deepak Saini, Anshul Mittal, Kushal Dave, Himanshu Jain, Sumeet Agarwal, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | March 2021
  
  Publication
- Extreme Regression for Dynamic Search Advertising
  
  Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | February 2020
  
  Publication Project
- One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Classification
  
  Dhrubojyoti Roy, S. Srivastava, Aditya Kusupati, Pranshu Jain, Manik Varma, A. Arora
  
  ACM Transactions on Sensor Networks | September 2019
  
  DOI Publication Publication Project
- Extreme Classification
  
  Samy Bengio, Krzysztof Dembczyński, Thorsten Joachims, Marius Kloft, Manik Varma
  
  Report from Dagstuhl Seminar 18291 | July 2018
  
  Publication
- Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising
  
  Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal, Manik Varma
  
  ACM International WWW Conference | April 2018
  
  Publication
- Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.
  
  Himanshu Jain, Yashoteja Prabhu, Manik Varma
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2016
  
  Publication Project
- Active learning for sparse Bayesian multi-label classification
  
  Deepak Vasisht, Andreas Damianou, Manik Varma, Ashish Kapoor
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining, New York | August 2014
  
  Publication
- Multi-label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages
  
  Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma
  
  Proceedings of the International World Wide Web Conference | May 2013
  
  Publication Project
- Efficient Max-Margin Multi-Label Classification with Applications to Zero-Shot Learning
  
  Bharath Hariharan, S.V. N. Vishwanathan, Manik Varma
  
  MSR-TR-2010-141 | October 2010
  
  Published by Microsoft
  
  Publication
- Character recognition in natural images
  
  T. E. de Campos, B. R. Babu, M. Varma, Manik Varma
  
  Proceedings of the International Conference on Computer Vision Theory and Applications, Lisbon, Portugal | February 2009
  
  Publication
- RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
  
  Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain
  
  NeurIPS 2020 | November 2020
  
  Publication Project Project
- Extreme Classification
  
  Samy Bengio, Krzysztof Dembczyński, Thorsten Joachims, Marius Kloft, Manik Varma
  
  Report from Dagstuhl Seminar 18291 | July 2018
  
  Publication
- Texture Classification: Are Filter Banks Necessary?
  
  Manik Varma, Andrew Zisserman
  
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Madison, Wisconsin | June 2003
  
  Publication
- Extreme Classification
  
  Samy Bengio, Krzysztof Dembczyński, Thorsten Joachims, Marius Kloft, Manik Varma
  
  Report from Dagstuhl Seminar 18291 | July 2018
  
  Publication
- Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising
  
  Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal, Manik Varma
  
  ACM International WWW Conference | April 2018
  
  Publication
- Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval
  
  Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma
  
  KDD 2024 | August 2024
  
  DOI Publication Publication
- Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising
  
  Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal, Manik Varma
  
  ACM International WWW Conference | April 2018
  
  Publication
- FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning
  
  Yashoteja Prabhu, Manik Varma
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014
  
  Publication Publication Project
- Estimating Illumination Direction from Textured Images
  
  Manik Varma, A. Zisserman
  
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Washington, DC | June 2004
  
  Publication
- Statistical Approaches to Material Classification
  
  Manik Varma, Andrew Zisserman
  
  Proceedings of the Indian Conference on Computer Vision, Graphics and Image Processing, Ahmedabad, India | December 2002
  
  Publication
- MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
  
  Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
  
  2024 The Web Conference | May 2024
  
  Publication PDF Download
- Learning The Discriminative Power-Invariance Trade-Off
  
  M. Varma, D. Ray, Manik Varma
  
  Proceedings of the IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil | October 2007
  
  Publication
- Estimating Illumination Direction from Textured Images
  
  Manik Varma, A. Zisserman
  
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Washington, DC | June 2004
  
  Publication
- GesturePod: Gesture-based Interaction Cane for People with Visual Impairments
  
  Shishir Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain
  
  MSR-TR-2018-14 | May 2018
  
  Published by Microsoft
  
  Publication Project
- A Statistical Approach To Material Classification Using Image Patch Exemplars
  
  Manik Varma, Andrew Zisserman
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2016
  
  Publication
- Locally Invariant Fractal Features for Statistical Texture Classification
  
  Manik Varma, Rahul Garg
  
  Proceedings of the IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil | October 2007
  
  Publication
- Statistical Approaches To Texture Classification
  
  Manik Varma
  
  October 2004
  
  October 2004
  
  Publication
- Computer Aided Generation of Stylized Maps
  
  N. Adabala, M. Varma, K. Toyama, Kentaro Toyama, Manik Varma, Neeharika Adabala
  
  Computer Animation and Virtual Worlds | May 2007, Vol 18: pp. 133-140
  
  Publication
- Unifying Statistical Texture Classification Frameworks
  
  M. Varma, A. Zisserman, Manik Varma
  
  Image and Vision Computing | December 2004, Vol 22(14): pp. 1175-1183
  
  Publication

- MOGIC: Metadata-Infused Oracle Guidance for Improved Extreme Classification
  
  Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Shikhar Mohan, Deepak Saini, Yashoteja Prabhu, Lakshya Kumar, Jian Jiao, Amit Singh, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma
  
  ICML 2025 | July 2025
  
  Publication
- Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval
  
  Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma
  
  KDD 2024 | August 2024
  
  DOI Publication Publication
- OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
  
  Shikhar Mohan, Deepak Saini, Anshul Mittal, Sayak Roy Chowdhury, Bhawna Paliwal, Jian Jiao, Manish Gupta, Manik Varma
  
  2024 International Conference on Machine Learning | July 2024
  
  Publication
- MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
  
  Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
  
  2024 The Web Conference | May 2024
  
  Publication PDF Download
- Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
  
  Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik)
  
  ICLR 2024 | April 2024
  
  Publication Project
- Deep encoders with auxiliary parameters for extreme classification
  
  Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  KDD 2023 | August 2023
  
  Publication
- Personalized retrieval over millions of items
  
  Hemanth Vemuri, Sheshansh Agrawal, Shivam Mittal, Deepak Saini, Akshay Soni, Abhinav V. Sambasivan, Wenhao Lu, Yajun Wang, Mehul Parsana, Purushottam Kar, Manik Varma
  
  In Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval | July 2023
  
  Publication
- Renee: End-to-end training of extreme classification models
  
  Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma
  
  In Proceedings of the Conference on Machine Learning and Systems, Miami, Florida | June 2023
  
  Publication Project
- NGAME: Negative mining-aware mini-batching for extreme classification
  
  K. Dahiya, N. Gupta, D. Saini (desaini), A. Soni, Y. Wang, K. Dave, J. Jiao, K. Gururaj, P. Dey, A. Singh, D. Hada, V. Jain, B. Paliwal, A. Mittal, S. Mehta, R. Ramjee, S. Agarwal, P. Kar, Manik Varma
  
  ACM International Conference on Web Search and Data Mining, Singapore | March 2023
  
  Publication
- Multimodal extreme classification
  
  Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  IEEE/CVF Conference on Computer Vision and Pattern Recognition | June 2022
  
  Publication
- Generalized Zero-Shot Extreme Multi-label Learning
  
  Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma
  
  2021 Knowledge Discovery and Data Mining | August 2021
  
  DOI Publication Project
- SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels
  
  Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  ICML 2021 | July 2021
  
  PDF
- ECLARE: Extreme classification with label graph correlations
  
  Anshul Miital, Noveen Sachdeva, Sheshansh Agrawal, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  ACM International WWW Conference | April 2021
  
  Publication
- GalaXC: Graph neural networks with labelwise attention for extreme classification
  
  Deepak Saini, Arnav Kumar Jain, Kushal Dave, Jian Jiao, Amit Singh, Ruofei Zhang, Manik Varma
  
  ACM International World Wide Web Conference | April 2021
  
  PDF
- DECAF: Deep extreme classification with label features
  
  Anshul Mittal , Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | March 2021
  
  Publication
- DeepXML: A deep extreme multi-Label learning framework applied to short text documents
  
  Kunal Dahiya, Deepak Saini, Anshul Mittal, Kushal Dave, Himanshu Jain, Sumeet Agarwal, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | March 2021
  
  Publication
- RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
  
  Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain
  
  NeurIPS 2020 | November 2020
  
  Publication Project Project
- Extreme Regression for Dynamic Search Advertising
  
  Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | February 2020
  
  Publication Project
- Slice: Scalable Linear Extreme Classifiers trained on 100 Million Labels for Related Searches
  
  Himanshu Jain, Venkatesh Balasubramanian, Bhanu Chunduri, Manik Varma
  
  WSDM ’19 | February 2019
  
  Best Paper Award
  
  PDF
- Extreme Classification
  
  Samy Bengio, Krzysztof Dembczyński, Thorsten Joachims, Marius Kloft, Manik Varma
  
  Report from Dagstuhl Seminar 18291 | July 2018
  
  Publication
- Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising
  
  Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal, Manik Varma
  
  ACM International WWW Conference | April 2018
  
  Publication
- Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation
  
  Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma
  
  ACM International Conference on Web Search and Data Mining | February 2018
  
  Publication Publication Project
- Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
  
  Ashish Kumar, Saurabh Goyal, Manik Varma
  
  ICML 2017 | May 2017
  
  PDF Project Project
- ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
  
  Ankit Gupta, Chirag GuptaArun Sai Suggala, Ankit Gupta, Harsha Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain
  
  International Conference on Machine Learning, Sydney | February 2017
  
  Publication Project Project
- Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.
  
  Himanshu Jain, Yashoteja Prabhu, Manik Varma
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2016
  
  Publication Project
- Sparse Local Embeddings for Extreme Multi-label Classification
  
  Kush Bhatia, Himanshu Jain, Purushottam Kar, Manik Varma, Prateek Jain
  
  Proceedings of the 28th Annual Conference on Advances in Neural Information Processing Systems (NIPS) | December 2015
  
  Publication Publication
- Active Learning for Sparse Bayesian Multilabel Classification
  
  Deepak Vasisht, Andreas Damianou, Manik Varma, Ashish Kapoor
  
  Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014
  
  Publication Publication
- Active learning for sparse Bayesian multi-label classification
  
  Deepak Vasisht, Andreas Damianou, Manik Varma, Ashish Kapoor
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining, New York | August 2014
  
  Publication
- FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning
  
  Yashoteja Prabhu, Manik Varma
  
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014
  
  Publication Publication Project
- On p-norm path following in multiple kernel learning for non-linear feature selection
  
  Pratik Jawanpuria, Manik Varma, J. Saketha Nath
  
  International Conference on Machine Learning | June 2014
  
  Publication Publication
- Multi-label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages
  
  Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, Manik Varma
  
  Proceedings of the International World Wide Web Conference | May 2013
  
  Publication Project
- SPG-GMKL: Generalized Multiple Kernel Learning with a Million Kernels
  
  A. Jain, S. V. N. Vishwanathan, M. Varma, Manik Varma
  
  Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2012
  
  Publication
- Multiple Kernel Learning and the SMO Algorithm
  
  S. V. N. Vishwanathan, Z. Sun, N. Theera-Ampornpunt, M. Varma, Manik Varma
  
  Advances in Neural Information Processing Systems | December 2010
  
  Publication
- Multiple kernels for object detection
  
  Andrea Vedaldi, Varun Gulshan, Manik Varma, Andrew Zisserman
  
  International Conference on Computer Vision, Kyoto, Japan, | September 2009
  
  Publication
- More Generality in Efficient Multiple Kernel Learning
  
  Manik Varma, B. R. Babu
  
  Proceedings of the International Conference on Machine Learning | June 2009
  
  Publication
- Character recognition in natural images
  
  T. E. de Campos, B. R. Babu, M. Varma, Manik Varma
  
  Proceedings of the International Conference on Computer Vision Theory and Applications, Lisbon, Portugal | February 2009
  
  Publication
- Learning The Discriminative Power-Invariance Trade-Off
  
  M. Varma, D. Ray, Manik Varma
  
  Proceedings of the IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil | October 2007
  
  Publication
- Locally Invariant Fractal Features for Statistical Texture Classification
  
  Manik Varma, Rahul Garg
  
  Proceedings of the IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil | October 2007
  
  Publication
- Estimating Illumination Direction from Textured Images
  
  Manik Varma, A. Zisserman
  
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Washington, DC | June 2004
  
  Publication
- Texture Classification: Are Filter Banks Necessary?
  
  Manik Varma, Andrew Zisserman
  
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Madison, Wisconsin | June 2003
  
  Publication
- Statistical Approaches to Material Classification
  
  Manik Varma, Andrew Zisserman
  
  Proceedings of the Indian Conference on Computer Vision, Graphics and Image Processing, Ahmedabad, India | December 2002
  
  Publication
- Extreme Classification
  
  Manik Varma
  
  Communications of the ACM | November 2019, Vol 62(11): pp. 44-45
  
  Publication
- One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Classification
  
  Dhrubojyoti Roy, S. Srivastava, Aditya Kusupati, Pranshu Jain, Manik Varma, A. Arora
  
  ACM Transactions on Sensor Networks | September 2019
  
  DOI Publication Publication Project
- A Statistical Approach To Material Classification Using Image Patch Exemplars
  
  Manik Varma, Andrew Zisserman
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2016
  
  Publication
- Computer Aided Generation of Stylized Maps
  
  N. Adabala, M. Varma, K. Toyama, Kentaro Toyama, Manik Varma, Neeharika Adabala
  
  Computer Animation and Virtual Worlds | May 2007, Vol 18: pp. 133-140
  
  Publication
- Unifying Statistical Texture Classification Frameworks
  
  M. Varma, A. Zisserman, Manik Varma
  
  Image and Vision Computing | December 2004, Vol 22(14): pp. 1175-1183
  
  Publication
- GesturePod: Gesture-based Interaction Cane for People with Visual Impairments
  
  Shishir Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain
  
  MSR-TR-2018-14 | May 2018
  
  Published by Microsoft
  
  Publication Project
- Efficient Max-Margin Multi-Label Classification with Applications to Zero-Shot Learning
  
  Bharath Hariharan, S.V. N. Vishwanathan, Manik Varma
  
  MSR-TR-2010-141 | October 2010
  
  Published by Microsoft
  
  Publication
- Statistical Approaches To Texture Classification
  
  Manik Varma
  
  October 2004
  
  October 2004
  
  Publication