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Poster
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Wed 9:00
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A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
Zhenyu Sun · Ermin Wei
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Poster
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Tue 9:00
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SAGDA: Achieving O(ϵ−2) Communication Complexity in Federated Min-Max Learning
Haibo Yang · Zhuqing Liu · Xin Zhang · Jia Liu
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Poster
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Tue 9:00
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Communication Efficient Federated Learning for Generalized Linear Bandits
Chuanhao Li · Hongning Wang
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Poster
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Thu 9:00
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Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox
Abdurakhmon Sadiev · Dmitry Kovalev · Peter Richtarik
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Poster
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Wed 9:00
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Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context
Osama Hanna · Lin Yang · Christina Fragouli
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Poster
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Tue 14:00
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Trading off Utility, Informativeness, and Complexity in Emergent Communication
Mycal Tucker · Roger Levy · Julie Shah · Noga Zaslavsky
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Poster
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Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets
Gokul NC · Manideep Ladi · Sumit Negi · Prem Selvaraj · Pratyush Kumar · Mitesh Khapra
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Poster
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Wed 14:00
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Universally Expressive Communication in Multi-Agent Reinforcement Learning
Matthew Morris · Thomas D Barrett · Arnu Pretorius
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Poster
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Tue 9:00
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Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees
Aleksandr Beznosikov · Peter Richtarik · Michael Diskin · Max Ryabinin · Alexander Gasnikov
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Poster
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Thu 14:00
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Symplectic Spectrum Gaussian Processes: Learning Hamiltonians from Noisy and Sparse Data
Yusuke Tanaka · Tomoharu Iwata · naonori ueda
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Poster
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Tue 14:00
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EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization
Laurent Condat · Kai Yi · Peter Richtarik
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Poster
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Efficient Multi-agent Communication via Self-supervised Information Aggregation
Cong Guan · Feng Chen · Lei Yuan · Chenghe Wang · Hao Yin · Zongzhang Zhang · Yang Yu
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