Search All 2022 Events
 

13 Results

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Poster
Wed 14:00 Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions
Tian Tian · Kenny Young · Richard Sutton
Poster
Wed 9:00 Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays
Konstantin Mishchenko · Francis Bach · Mathieu Even · Blake Woodworth
Poster
Thu 14:00 Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning
Anastasiia Koloskova · Sebastian Stich · Martin Jaggi
Poster
Thu 14:00 Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning
Yuchen Xiao · Weihao Tan · Christopher Amato
Poster
Wed 14:00 A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits
Jiafan He · Tianhao Wang · Yifei Min · Quanquan Gu
Poster
Wed 9:00 GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models
Wenbo Su · Yuanxing Zhang · Yufeng Cai · Kaixu Ren · Pengjie Wang · Huimin Yi · Yue Song · Jing Chen · Hongbo Deng · Jian Xu · Lin Qu · Bo Zheng
Workshop
Fri 6:57 Asynchronous Optimization: Delays, Stability, and the Impact of Data Heterogeneity
Konstantin Mishchenko
Workshop
Unbounded Gradients in Federated Leaning with Buffered Asynchronous Aggregation
M. Taha Toghani · Cesar Uribe
Workshop
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout
Chen Dun · Mirian Hipolito Garcia · Dimitrios Dimitriadis · Christopher Jermaine · Anastasios Kyrillidis
Workshop
Asynchronous speedup in decentralized optimization
Mathieu Even · Hadrien Hendrikx · Laurent Massouli√©
Workshop
Fri 7:15 Asynchronous Optimization: Delays, Stability, and the Impact of Data Heterogeneity - Q&A
Workshop
Accelerating Perturbed Stochastic Iterates in Asynchronous Lock-Free Optimization
Kaiwen Zhou · Anthony Man-Cho So · James Cheng