20 Results

Workshop		Accelerating Adaptive Federated Optimization with Local Gossip Communications Yujia Wang · Pei Fang · Jinghui Chen
Workshop		Decentralized Learning with Random Walks and Communication-Efficient Adaptive Optimization Aleksei Triastcyn · Matthias Reisser · Christos Louizos
Poster	Wed 9:00	A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning Zhenyu Sun · Ermin Wei
Poster	Tue 14:00	Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks Shuoguang Yang · Xuezhou Zhang · Mengdi Wang
Poster	Tue 14:00	BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression Haoyu Zhao · Boyue Li · Zhize Li · Peter Richtarik · Yuejie Chi
Poster	Tue 9:00	SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression Zhize Li · Haoyu Zhao · Boyue Li · Yuejie Chi
Poster		Distributed Online Convex Optimization with Compressed Communication Zhipeng Tu · Xi Wang · Yiguang Hong · Lei Wang · Deming Yuan · Guodong Shi
Poster		Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning Tomoya Murata · Taiji Suzuki
Poster	Tue 14:00	Near-Optimal Collaborative Learning in Bandits Clémence Réda · Sattar Vakili · Emilie Kaufmann
Poster	Wed 9:00	Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression Xinmeng Huang · Yiming Chen · Wotao Yin · Kun Yuan
Poster	Tue 9:00	Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity Bingqing Song · Ioannis Tsaknakis · Chung-Yiu Yau · Hoi-To Wai · Mingyi Hong
Poster	Thu 9:00	A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks Mingrui Liu · Zhenxun Zhuang · Yunwen Lei · Chunyang Liao