Publication FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma NIPS 2018 | December 2018 Github Project Project
Publication Contextual bandits with surrogate losses: Margin bounds and efficient algorithms Dylan J. Foster, Akshay Krishnamurthy Advances in Neural Information Processing Systems | December 2018
Publication Contamination Attacks and Mitigation in Multi-Party Machine Learning Jamie Hayes, Olya Ohrimenko Neural Information Processing Systems (NeurIPS) | December 2018 Project
Publication Split-door criterion: Identification of causal effects through auxiliary outcomes Amit Sharma, Jake Hofman, Duncan Watts Annals of Applied Statistics | December 2018, Vol 12(4): pp. 2699-2733
Publication Global Non-convex Optimization with Discretized Diffusions Murat A. Erdogdu, Lester Mackey, Ohad Shamir Advances in Neural Information Processing Systems (NeurIPS) | December 2018
Publication Learning to Teach with Dynamic Loss Functions Lijun Wu, Fei Tian, Yingce Xia, Fan Yang, Tao Qin, Jianhuang Lai, Tie-Yan Liu NeurIPS 2018 | December 2018
Publication Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors Yichi Zhou, Jingwei Zhuo, Jun Zhu International Conference on Machine Learning (ICML) | December 2018
Publication Selective Verification Strategy for Learning from Crowds Tian Tian, Yichi Zhou, Jun Zhu Conference on Artificial Intelligence (AAAI) | December 2018
Publication Necessary and Probably Sufficient Test for Finding Valid Instrumental Variables Amit Sharma December 2018 Project
Publication Recurrent transformer networks for semantic correspondence Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn Advances in Neural Information Processing Systems (NeurIPS) | December 2018