Extreme Classification

论文与出版物

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年 研究领域 出版物类型

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• 2024

  • 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

• 2021

  • 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

• 2020

  • 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

• 2018

  • 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

• 2016

  • 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

• 2014

  • 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

• 2013

  • 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

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• Algorithms

  • 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

  • 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

  • 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

  • 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

  • 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

• Artificial intelligence

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

• Data platforms and analytics

  • 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

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• Inproceedings (Conference)

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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