Publication Exploiting structured data for learning contagious diseases under incomplete testing Maggie Makar, Lauren R West, David C Hooper, Eric Horvitz, Erica Shenoy, John Guttag 2021 International Conference on Machine Learning | May 2021
Publication Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Honglak Lee, Mehdi Fatemi 2021 International Conference on Machine Learning | May 2021
Publication Rethinking Positional Encoding in Language Pre-training Guolin Ke, Di He, Tie-Yan Liu 2021 International Conference on Learning Representations | May 2021
Publication GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training Tianle Cai, Shengjie Luo, Keyulu Xu, Di He, Tie-Yan Liu, Liwei Wang 2021 International Conference on Machine Learning | May 2021
Publication Multiscale Invertible Generative Networks for High-Dimensional Bayesian Inference Shumao Zhang, Pengchuan Zhang, Thomas Hou 2021 International Conference on Machine Learning | May 2021
Publication A Unified Bayesian Framework for Discriminative and Generative Continual Learning Abhishek Kumar, Sunabha Chatterjee, Piyush Rai ICML 2021 | May 2021
Publication Taking Notes on the Fly Helps Language Pre-Training Qiyu Wu, Chen Xing, Yatao Li, Guolin Ke, Di He, Tie-Yan Liu 2021 International Conference on Learning Representations | May 2021
Publication IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression Rianne van den Berg, Alexey A. Gritsenko, Mostafa Dehghani, Casper Kaae Sønderby, Tim Salimans International Conference on Learning Representations | May 2021
Publication DeBERTa: Decoding-Enhanced BERT with Disentangled Attention Pengcheng He, Xiaodong Liu, Jianfeng Gao, Wei Chen 2021 International Conference on Learning Representations | May 2021 Under review Github Project Project
Publication Initialization and Regularization of Factorized Neural Layers Mikhail Khodak, Neil Tenenholtz, Lester Mackey, Nicolo Fusi 2021 International Conference on Learning Representations | May 2021 Github Project Project