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Poster
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Fri 16:30
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On the Optimal Time Complexities in Decentralized Stochastic Asynchronous Optimization
Alexander Tyurin · Peter Richtarik
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Poster
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Thu 11:00
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Implicit Regularization of Decentralized Gradient Descent for Sparse Regression
Tongle Wu · Ying Sun
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Workshop
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A Stochastic Algorithm for Sinkhorn Distance-Regularized Distributionally Robust Optimization
Yufeng Yang · Yi Zhou · Zhaosong Lu
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Workshop
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On Optimal Subgroups for Group Distributionally Robust Optimisation
Anissa Alloula · Daniel McGowan · Bartlomiej W. Papiez
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Workshop
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Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness
Nikola Pavlovic · Sudeep Salgia · Qing Zhao
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Poster
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Thu 11:00
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Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions
Wenjing YAN · Xuanyu Cao
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Expo Talk Panel
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Wed 13:00
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Industrial Applications of Distributional Preference Alignment of LLMs via Optimal Transport
Youssef Mroueh
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Poster
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Thu 11:00
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Optimal Algorithms for Augmented Testing of Discrete Distributions
Maryam Aliakbarpour · Piotr Indyk · Ronitt Rubinfeld · Sandeep Silwal
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Workshop
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Variational Search Distributions
Daniel Steinberg · Rafael Oliveira · Cheng Soon Ong · Edwin Bonilla
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Workshop
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Convergence of Distributed Adaptive Optimization with Local Updates
Ziheng Cheng · Margalit Glasgow
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Poster
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Fri 16:30
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Optimizing over Multiple Distributions under Generalized Quasar-Convexity Condition
Ding Shihong · Long Yang · Luo Luo · Cong Fang
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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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