Publication Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation Ruibo Tu, Kun Zhang, Bo Christer Bertilson, Hedvig Kjellström, Cheng Zhang June 2019 https://arxiv.org/abs/1906.01732 | June 2019 Project
Publication On Learning Invariant Representation for Domain Adaptation Han Zhao, Remi Tachet des Combes, Kun Zhang, Geoff Gordon International Conference on Machine Learning | June 2019
Publication ODIN: Optimal Discovery of High-value INformation Using Model-based Deep Reinforcement Learning Sara Zannone, Jose Miguel Hernandez Lobato, Cheng Zhang, Konstantina Palla Real-world Sequential Decision Making Workshop, ICML | June 2019
Publication Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems Geoffrey Roeder, Paul Grant, Andrew Phillips, Neil Dalchau, Ted Meeds ICML 2019 | June 2019 Project Project Project
Publication DeepAttest: An End-to-End Attestation Framework for Deep Neural Networks Huili Chen, Cheng Fu, Bita Darvish Rouhani, Jishen Zhao, Farinaz Koushanfar International Symposium on Computer Architecture (ISCA) | June 2019
Publication Dead-ends and Secure Exploration in Reinforcement Learning Mehdi Fatemi, Shikhar Sharma, Harm van Seijen, Samira Ebrahimi Kahou Proceedings of the 36th International Conference on Machine Learning (ICML) | June 2019 Spotlight Presentation Github
Publication Provably efficient RL with Rich Observations via Latent State Decoding Simon Du, Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal, Miro Dudík, John Langford International Conference on Machine Learning | June 2019 Project
Publication Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao ACL 2019 | June 2019 Project
Publication Exploring Word Representations on Time Expression Recognition Sanxing Chen, Guoxin Wang, Börje F. Karlsson MSR-TR-2019-46 | June 2019 Published by Microsoft Research Project
Publication Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford Conference on Learning Theory | June 2019 Project