Publication CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin ICML 2020 | July 2020
Publication Optimization from Structured Samples for Coverage Functions Wei Chen, Xiaoming Sun, Jialin Zhang, Zhijie Zhang Proceedings of the 37th International Conference on Machine Learning, (ICML) | July 2020
Publication Statistically Efficient Greedy Equivalence Search Max Chickering Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence | July 2020
Publication Reparameterized Variational Divergence Minimization for Stable Imitation Dilip Arumugam, Debadeepta Dey, Alekh Agarwal, Asli Celikyilmaz, Elnaz Nouri, Bill Dolan July 2020
Publication Aligning Superhuman AI with Human Behavior: Chess as a Model System Reid McIlroy-Young, Siddhartha Sen, Jon Kleinberg, Ashton Anderson 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) | July 2020 Video Github Project
Publication Multimodal Matching Transformer for Live Commenting Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao ECAI 2020 | July 2020
Publication Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language Qianhui Wu, Zijia Lin, Börje F. Karlsson, Jian-Guang Lou, Biqing Huang 2020 Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020 Project Project
Publication Overview of the seventh Dialog System Technology Challenge: DSTC7 Luis Fernando D’Haro, Koichiro Yoshino, Chiori Hori, Tim K. Marks, Lazaros Polymenakos, Jonathan K. Kummerfeld, Michel Galley, Xiang Gao Computer Speech & Language | July 2020, Vol 62
Publication The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks Jakub Swiatkowski, Kevin Roth, Bastiaan S. Veeling, Linh Tran, Joshua V. Dillon, Jasper Snoek, Stephan Mandt, Tim Salimans, Rodolphe Jenatton, Sebastian Nowozin ICML 2020 | July 2020
Publication Private Reinforcement Learning with PAC and Regret Guarantees Giuseppe Vietri, Borja Balle, Akshay Krishnamurthy, Steven Wu ICML 2020 | July 2020