Publication Algorithmic Aspects of the Log-Laplace Transform and a Non-Euclidean Proximal Sampler Sivakanth Gopi, Yin Tat Lee, Daogao Liu, Rouqi Shen, Kevin Tian COLT 2023 | February 2023 Project
Publication Provably Efficient Lifelong Reinforcement Learning with Linear Function Representation Sanae Amani, Lin Yang, Ching-An Cheng ICLR 2023 | February 2023
Publication Imaging and seismic modelling inside volcanoes using machine learning Gareth Shane O'Brien, Christopher J. Bean, Hugo Meiland, Philipp Witte Nature Scientific Reports | January 2023, Vol 13
Publication Managing Tasks Across the Work-Life Boundary: Opportunities, Challenges, and Directions Alex Williams, Shamsi Iqbal, Ryen W. White, Julia Kiseleva ACM Transactions on Computer-Human Interaction | January 2023 Project
Publication Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton American Geophysical Union Fall Meeting | December 2022
Publication AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao EMNLP | December 2022 Project
Publication Boosting Natural Language Generation from Instructions with Meta-Learning Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah EMNLP | December 2022
Publication Industry-scale CO2 Flow Simulations with Model-Parallel Fourier Neural Operators Philipp Witte, Russell Hewett, Ranveer Chandra NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022 Project
Publication Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator Qie Zhang, Micro Milletari, Yagna Oruganti, Philipp Witte NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022 Proposal Track Project
Publication LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models Mojan Javaheripi, Shital Shah, Subhabrata (Subho) Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey NeurIPS 2022 | December 2022 Project
