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Poster
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Wed 1:00
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A Better Alternative to Error Feedback for Communication-Efficient Distributed Learning
Samuel Horváth · Peter Richtarik
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Spotlight
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Thu 12:10
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Correcting experience replay for multi-agent communication
Sanjeevan Ahilan · Peter Dayan
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Poster
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Thu 17:00
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HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
Enmao Diao · Jie Ding · VAHID TAROKH
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Poster
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Thu 9:00
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Correcting experience replay for multi-agent communication
Sanjeevan Ahilan · Peter Dayan
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Poster
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Thu 9:00
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Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces
Yatin Nandwani · Deepanshu Jindal · Mausam . · Parag Singla
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Poster
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Wed 1:00
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New Bounds For Distributed Mean Estimation and Variance Reduction
Peter Davies · Vijaykrishna Gurunathan · Niusha Moshrefi · Saleh Ashkboos · Dan Alistarh
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Poster
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Wed 1:00
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Communication in Multi-Agent Reinforcement Learning: Intention Sharing
WOOJUN KIM · Jongeui Park · Youngchul Sung
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Poster
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Thu 17:00
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Linear Convergent Decentralized Optimization with Compression
Xiaorui Liu · Yao Li · Rongrong Wang · Jiliang Tang · Ming Yan
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Workshop
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On Privacy and Confidentiality of Communications in Organizational Graphs
Masoumeh Shafieinejad · Huseyin Inan · Marcello Hasegawa · Robert Sim
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Workshop
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Smoothness Matrices Beat Smoothness Constants: Better Communication Compression Techniques for Distributed Optimization
Mher Safaryan · Filip Hanzely · Peter Richtarik
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Workshop
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Talk Less, Smile More: Reducing Communication with Distributed Auto-Differentiation
Bradley Baker · Vince Calhoun · Barak Pearlmutter · Sergey Plis
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Poster
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Wed 17:00
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Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
Mrigank Raman · Aaron Chan · Siddhant Agarwal · PeiFeng Wang · Hansen Wang · Sungchul Kim · Ryan Rossi · Handong Zhao · Nedim Lipka · Xiang Ren
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