Publication Datasheets for Datasets Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford Communications of the ACM | December 2021, Vol 64(12): pp. 86-92 Projet
Publication A Surrogate Objective Framework for Prediction+Programming with Soft Constraints Kai Yan, …, Qingwei Lin 林庆维, … NeurIPS 2021 | December 2021 Projet
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 Projet
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 Projet Projet Projet
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