Publication Gradient Perturbation is Underrated for Differentially Private Convex Optimization Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu IJCAI2020 | July 2020
Publication Privately Learning Markov Random Fields Huanyu Zhang, Gautam Kamath, Janardhan (Jana) Kulkarni, Zhiwei Steven Wu ICML 2020 | July 2020 Project
Publication Locally Private Hypothesis Selection Sivakanth Gopi, Gautam Kamath, Janardhan (Jana) Kulkarni, Aleksandar Nikolov, Zhiwei Steven Wu, Huanyu Zhang Conference on Learning Theory (COLT) 2020 | July 2020 Project
Publication Combinatorial Pure Exploration for Dueling Bandits Wei Chen, Yihan Du, Longbo Huang, Haoyu Zhao Proceedings of the 37th International Conference on Machine Learning (ICML) | July 2020
Publication Network Slicing in Heterogeneous Software-defined RANs Qiaofeng Qin, Nakjung Choi, Muntasir Raihan Rahman, Marina Thottan, Leandros Tassiulas IEEE INFOCOM 2020 – IEEE Conference on Computer Communications | 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 Follow the Perturbed Approximate Leader for Solving Semi-bandit Combinatorial Optimization Feidiao Yang, Wei Chen, Jialin Zhang, Xiaoming Sun Frontiers in Computer Science | July 2020
Publication Differentially Private Set Union Sivakanth Gopi, Pankaj Gulhane, Janardhan (Jana) Kulkarni, Judy Hanwen Shen, Milad Shokouhi, Sergey Yekhanin International Conference on Machine Learning 2020 | July 2020 Contributed talk at TPDP 2020. Also appeared in the Journal of Privacy and Confidentiality (JPC). Github Project
Publication On Dynamic Network Models and Application to Causal Impact Yu-chia Chen , Avleen S. Bijral, Juan M. Lavista Ferres Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining | 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
