|
Poster
|
Tue 14:00
|
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
Shuoguang Yang · Xuezhou Zhang · Mengdi Wang
|
|
|
Workshop
|
|
Near-optimal decentralized algorithms for network dynamic optimization
Judy Gan · Yashodhan Kanoria · Xuan Zhang
|
|
|
Poster
|
Thu 14:00
|
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
Songtao Lu · Siliang Zeng · Xiaodong Cui · Mark Squillante · Lior Horesh · Brian Kingsbury · Jia Liu · Mingyi Hong
|
|
|
Workshop
|
|
Optimal Complexity in Non-Convex Decentralized Learning over Time-Varying Networks
Xinmeng Huang · Kun Yuan
|
|
|
Workshop
|
|
Decentralized Learning with Random Walks and Communication-Efficient Adaptive Optimization
Aleksei Triastcyn · Matthias Reisser · Christos Louizos
|
|
|
Poster
|
Thu 9:00
|
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization
Kun Yuan · Xinmeng Huang · Yiming Chen · Xiaohan Zhang · Yingya Zhang · Pan Pan
|
|
|
Workshop
|
|
Asynchronous speedup in decentralized optimization
Mathieu Even · Hadrien Hendrikx · Laurent Massoulié
|
|
|
Workshop
|
|
Decentralized Stochastic Optimization with Client Sampling
Ziwei Liu · Anastasiia Koloskova · Martin Jaggi · Tao Lin
|
|
|
Poster
|
Tue 14:00
|
Enhanced Bilevel Optimization via Bregman Distance
Feihu Huang · Junyi Li · Shangqian Gao · Heng Huang
|
|
|
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
|
Wed 9:00
|
Beyond spectral gap: the role of the topology in decentralized learning
Thijs Vogels · Hadrien Hendrikx · Martin Jaggi
|
|
|
Poster
|
Tue 14:00
|
TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels
Yaodong Yu · Alexander Wei · Sai Praneeth Karimireddy · Yi Ma · Michael Jordan
|
|
