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29 Results
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Poster
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Sparse Random Networks for Communication-Efficient Federated Learning Berivan Isik · Francesco Pase · Deniz Gunduz · Tsachy Weissman · Michele Zorzi |
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Poster
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Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam Yucheng Lu · Conglong Li · Minjia Zhang · Christopher De Sa · Yuxiong He |
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Poster
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Wed 2:30 |
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication Marco Bornstein · Tahseen Rabbani · Evan Wang · Amrit Bedi · Furong Huang |
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Poster
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Tue 2:30 |
Variance Reduction is an Antidote to Byzantines: Better Rates, Weaker Assumptions and Communication Compression as a Cherry on the Top Eduard Gorbunov · Samuel Horváth · Peter Richtarik · Gauthier Gidel |
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Poster
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Wed 2:30 |
Collaborative Pure Exploration in Kernel Bandit Yihan Du · Wei Chen · Yuko Kuroki · Longbo Huang |
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Poster
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Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits Xuchuang Wang · Lin Yang · Yu-Zhen Janice Chen · Xutong Liu · Mohammad Hajiesmaili · Don Towsley · John C.S. Lui |
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Poster
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SCoMoE: Efficient Mixtures of Experts with Structured Communication zhiyuan zeng · Deyi Xiong |
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Poster
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Tue 7:30 |
Revisiting Populations in multi-agent Communication Paul Michel · Mathieu Rita · Kory Mathewson · Olivier Tieleman · Angeliki Lazaridou |
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Poster
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Mon 7:30 |
Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication Yanchao Sun · Ruijie Zheng · Parisa Hassanzadeh · Yongyuan Liang · Soheil Feizi · Sumitra Ganesh · Furong Huang |
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Poster
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Mon 2:30 |
Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication Valentin Taillandier · Dieuwke Hupkes · Benoît Sagot · Emmanuel Dupoux · Paul Michel |
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Poster
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Learning Kernelized Contextual Bandits in a Distributed and Asynchronous Environment Chuanhao Li · Huazheng Wang · Mengdi Wang · Hongning Wang |
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Workshop
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A Machine Learning Approach to Generate Quantum Light Eyal Rozenberg · Aviv Karnieli · Ofir Yesharim · Joshua Foley-Comer · Sivan Trajtenberg-Mills · Sarika Mishra · Shashi Prabhakar · Ravindra Singh · Daniel Freedman · Alex Bronstein · Ady Arie |