Poster
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Thu 11:00
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Communication-Efficient Federated Group Distributionally Robust Optimization
Zhishuai Guo · Tianbao Yang
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Poster
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Fri 16:30
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Optimal Classification under Performative Distribution Shift
Edwige Cyffers · Muni Sreenivas Pydi · Jamal Atif · Olivier Cappé
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Poster
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Wed 11:00
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Leveraging partial stragglers within gradient coding
Aditya RAMAMOORTHY · Ruoyu Meng · Vrinda Girimaji
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Poster
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Wed 16:30
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CoBo: Collaborative Learning via Bilevel Optimization
Diba Hashemi · Lie He · Martin Jaggi
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Poster
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Wed 16:30
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Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning
Zhishuai Liu · Pan Xu
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Poster
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Fri 16:30
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Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization
Ronak Mehta · Jelena Diakonikolas · Zaid Harchaoui
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Poster
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Thu 11:00
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Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity
Alexander Tyurin · Marta Pozzi · Ivan Ilin · Peter Richtarik
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Poster
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Fri 11:00
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A Bayesian Approach to Data Point Selection
XINNUO XU · Minyoung Kim · Royson Lee · Brais Martinez · Timothy Hospedales
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Poster
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Thu 11:00
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Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime
Lasse Vuursteen
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Poster
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Thu 16:30
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Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity
Kaja Gruntkowska · Alexander Tyurin · Peter Richtarik
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Poster
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Thu 16:30
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Pipeline Parallelism with Controllable Memory
Penghui Qi · Xinyi Wan · Nyamdavaa Amar · Min Lin
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Poster
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Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes
Yan Huang · Xiang Li · Yipeng Shen · Niao He · Jinming Xu
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