Publication Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li 35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
Publication Dueling Bandits with Adversarial Sleeping Aadirupa Saha, Pierre Gaillard Thirty-Fifth Conference on Neural Information Processing Systems (NeurIPS) | December 2021
Publication Fairness via Representation Neutralization Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu NeurIPS 2021 | December 2021 Project
Publication Predictive Job Scheduling under Uncertain Constraints in Cloud Computing Hang Dong, Boshi Wang, Bo Qiao, Wenqian Xing, Chuan Luo, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang, Gurpreet Virdi, Thomas Moscibroda IJCAI’21 | December 2021 Project Project Project
Publication NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM Connor Holmes, Minjia Zhang, Yuxiong He, Bo Wu NeurIPS 2021 | December 2021
Publication Tactical Optimism and Pessimism for Deep Reinforcement Learning Ted Moskovitz, Jack Parker-Holder, Aldo Pacchiano, Michael Arbel, Michael Jordan NeurIPS 2021 | December 2021
Publication Precise characterization of the prior predictive distribution of deep ReLU networks Lorenzo Noci, Gregor Bachmann, Kevin Roth, Sebastian Nowozin, Thomas Hofmann NeurIPS 2021 | December 2021
Publication Optimizing Information-theoretical Generalization Bound via Anisotropic Noise of SGLD Bohan Wang, Huishuai Zhang, Jieyu Zhang, Qi Meng, Wei Chen, Tie-Yan Liu NeurIPS 2021 | December 2021
Publication Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation Yufei Wang, Can Xu, Huang Hu, Chongyang Tao, Stephen Wan, Mark Dras, Mark Johnson, Daxin Jiang (姜大昕) NeurIPS 2021 | December 2021
Publication Information Directed Reward Learning for Reinforcement Learning David Lindner, Matteo Turchetta, Sebastian Tschiatschek, Kamil Ciosek, Andreas Krause NeurIPS 2021 | December 2021 Video