SS14: Multi-Objective Optimization and Learning – Algorithms and Applications
Thu, 11 Sep, 09:00 - 10:40 Italy Time (UTC +2)
Location: Teatro del Sole
Session Type: Lecture
Session Co-Chairs: Stefan Vlaski, and Sangwoo Park,
Track: Special Sessions
Thu, 11 Sep, 09:00 - 09:20 Italy Time (UTC +2)

SS14.1: ENSURING RELIABILITY VIA HYPERPARAMETER SELECTION: REVIEW AND ADVANCES
Amirmohammad Farzaneh, Osvaldo Simeone, King's College London, United Kingdom
Thu, 11 Sep, 09:20 - 09:40 Italy Time (UTC +2)

SS14.2: D-SOBA: A Single-Loop Decentralized Bilevel Algorithm with Transient Complexity Analysis
Boao Kong, Shuchen Zhu, Peking University, China; Songtao Lu, The Chinese University of Hong Kong, China; Xinmeng Huang, University of Pennsylvania, United States; Kun Yuan, Peking University, China
Thu, 11 Sep, 09:40 - 10:00 Italy Time (UTC +2)

SS14.3: Multivariate Belief Formation for Distributed Multitask Learning
Malek Khammassi, École Polytechnique Fédérale de Lausanne, Switzerland; Vincenzo Matta, University of Salerno, Italy; Ali H. Sayed, École Polytechnique Fédérale de Lausanne, Switzerland
Thu, 11 Sep, 10:00 - 10:20 Italy Time (UTC +2)

SS14.4: Smoothing ADMM for Non-convex and Non-smooth Hierarchical Federated Learning
Reza Mirzaeifard, Stefan Werner, Norwegian University of Science and Technology, Norway
Thu, 11 Sep, 10:20 - 10:40 Italy Time (UTC +2)

SS14.5: Improved Analysis of Penalty-Based Methods for Bilevel Optimization with Coupled Constraints
Liuyuan Jiang, University of Rochester, United States; Quan Xiao, Tianyi Chen, Cornell Tech, Cornell University, United States