Publication A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices Jiezhong Qiu, Chi Wang, Ben Liao, RIchard Peng, Jie Tang NeurIPS 2020 | December 2020 Project
Publication Learning the Linear Quadratic Regulator from Nonlinear Observations Zakaria Mhammedi, Dylan J. Foster, Max Simchowitz, Dipendra Misra, Wen Sun, Akshay Krishnamurthy, Alexander Rakhlin, John Langford Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS) 2020 | December 2020
Publication Lamina-specific neuronal properties promote robust, stable signal propagation in feedforward networks Dongqi Han, Erik De Schutter, Sungho Hong Neural Information Processing Systems | December 2020
Publication Exploration Analysis in Finite-Horizon Turn-based Stochastic Games Jialian Li, Yichi Zhou, Tongzheng Ren, Jun Zhu Conference on Uncertainty in Artificial Intelligence (UAI) | December 2020
Publication Identifying the Causal Effects of Cross-World Policies Noah Weber, Levi Boyles, Shuayb Zarar Neural Information Processing Systems (NeurIPS) | December 2020 Wkshp. on Causal Discovery and Causality-Inspired Machine Learning
Publication A Report on the First Workshop on Document Intelligence (DI) at NeurIPS 2019 Hamid Motahari, Nigel Duffy, Paul Bennett, Tania Bedrax-Weiss SigKDD Explorations | December 2020, Vol 22(2)
Publication Multi-task Learning for Multilingual Neural Machine Translation Yiren Wang, Hany Hassan Awadalla EMNLP | December 2020 Project
Publication SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin AAAI 2021 | December 2020 Github Project Project
Publication DocBank: A Benchmark Dataset for Document Layout Analysis Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou COLING 2020 | December 2020 Project
Publication Understanding Global Feature Contributions With Additive Importance Measures Ian C. Covert, Scott Lundberg, Su-In Lee NeurIPS 2020 | December 2020