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Poster
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Wed 14:00
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Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions
Tian Tian · Kenny Young · Richard Sutton
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Poster
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Wed 14:00
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A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits
Jiafan He · Tianhao Wang · Yifei Min · Quanquan Gu
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Poster
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Wed 9:00
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Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays
Konstantin Mishchenko · Francis Bach · Mathieu Even · Blake Woodworth
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Poster
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Thu 14:00
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Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning
Anastasiia Koloskova · Sebastian Stich · Martin Jaggi
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Poster
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Wed 9:00
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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
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Workshop
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PersA-FL: Personalized Asynchronous Federated Learning
M. Taha Toghani · Soomin Lee · Cesar Uribe
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Workshop
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Accelerating Perturbed Stochastic Iterates in Asynchronous Lock-Free Optimization
Kaiwen Zhou · Anthony Man-Cho So · James Cheng
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Workshop
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Asynchronous speedup in decentralized optimization
Mathieu Even · Hadrien Hendrikx · Laurent Massoulié
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Workshop
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Unbounded Gradients in Federated Leaning with Buffered Asynchronous Aggregation
M. Taha Toghani · Cesar Uribe
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Workshop
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Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout
Chen Dun · Mirian Hipolito Garcia · Dimitrios Dimitriadis · Christopher Jermaine · Anastasios Kyrillidis
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Workshop
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Fri 6:57
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Asynchronous Optimization: Delays, Stability, and the Impact of Data Heterogeneity
Konstantin Mishchenko
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Poster
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Thu 14:00
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Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning
Yuchen Xiao · Weihao Tan · Christopher Amato
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