Publication Improved Image Wasserstein Attacks and Defenses Edward J. Hu, Adith Swaminathan, Hadi Salman, Greg Yang International Conference on Learning Representations | July 2020 Best paper award at ICLR Trustworthy ML Workshop 2020
Publication Privately Learning Markov Random Fields Huanyu Zhang, Gautam Kamath, Janardhan (Jana) Kulkarni, Zhiwei Steven Wu ICML 2020 | July 2020 Projet
Publication Working Memory Graphs Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew Hausknecht International Conference on Machine Learning | July 2020 Github
Publication On Layer Normalization in the Transformer Architecture Ruibin Xiong, Yunchang Yang, Di He, Kai Zheng, Shuxin Zheng, Chen Xing, Huishuai Zhang, Yanyan Lan, Liwei Wang, Tie-Yan Liu ICML 2020 | July 2020
Publication Single Point Transductive Prediction Nilesh Tripuraneni, Lester Mackey ICML 2020 | July 2020
Publication No-Regret and Incentive-Compatible Online Learning Rupert Freeman, David M. Pennock, Chara Podimata, Jennifer Wortman Vaughan ICML 2020 | July 2020
Publication Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White Proceedings of the 43 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) | July 2020
Publication Geometry-aware domain adaptation for unsupervised alignment of word embeddings Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra ACL 2020 | July 2020
Publication (Locally) Differentially Private Combinatorial Semi-Bandits Xiaoyu Chen, Kai Zheng, Zixin Zhou, Yunchang Yang, Wei Chen, Liwei Wang Proceedings of the 37th International Conference on Machine Learning (ICML) | July 2020
Publication Neuro-Symbolic Visual Reasoning: Disentangling “Visual” from “Reasoning” Saeed Amizadeh, Hamid Palangi, Alex Polozov, Yichen Huang, Kazuhito Koishida Thirty-seventh International Conference on Machine Learning (ICML) | July 2020