Publication COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty Lu Wang, Mayukh Das, Fangkai Yang, Chao Du, Bo Qiao, Hang Dong, Chetan Bansal, Si Qin, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang, Qi Zhang CIKM’24 | October 2024
Publication Energy-efficient Reinforcement Learning by Discovering Neural Pathways Alessandro Sordoni October 2024
Publication Active, anytime-valid risk controlling prediction sets Nikos Karampatziakis, Paul Mineiro NeurIPS 2024 | October 2024
Publication IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI Xiaoyu Chen, Junliang Guo, Tianyu He, Chuheng Zhang, Pushi Zhang, Derek Yang, Li Zhao, Jiang Bian October 2024 Project
Publication SureMap: Simultaneous mean estimation for single-task and multi-task disaggregated evaluation Lester Mackey, Miro Dudík, Alex Chouldechova October 2024
Publication Not All Tokens Are What You Need for Pretraining Yeyun Gong, Xiao Liu, Yelong Shen, Ruochen Xu, Jian Jiao, Nan Duan, Weizhu Chen 2024 Neural Information Processing Systems | October 2024 Best Paper Runner Up
Publication BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning Xiao Yang, Xu Yang, Weiqing Liu, Lewen Wang, Jiang Bian 2024 Neural Information Processing Systems | October 2024
Publication ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu MSR-TR-2024-63 | October 2024 Published by Microsoft Access