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11 Results
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Poster
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Wed 9:00 |
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits Tianyuan Jin · Pan Xu · Xiaokui Xiao · Anima Anandkumar |
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Poster
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Tue 14:00 |
Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits Yifei Wang · Tavor Baharav · Yanjun Han · Jiantao Jiao · David Tse |
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Poster
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Tue 14:00 |
Independence Testing for Bounded Degree Bayesian Networks Arnab Bhattacharyya · Clément L Canonne · Qiping Yang |
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Poster
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Tue 9:00 |
Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning Milad Sefidgaran · Romain Chor · Abdellatif Zaidi |
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Poster
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Thu 14:00 |
Top Two Algorithms Revisited Marc Jourdan · Rémy Degenne · Dorian Baudry · Rianne de Heide · Emilie Kaufmann |
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Poster
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Thu 14:00 |
Cooperative Distribution Alignment via JSD Upper Bound Wonwoong Cho · ZIYU GONG · David Inouye |
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Poster
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Wed 9:00 |
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression Xinmeng Huang · Yiming Chen · Wotao Yin · Kun Yuan |
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Poster
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Thu 14:00 |
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization Yibo Zeng · Henry Lam |
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Poster
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Thu 9:00 |
Towards Optimal Communication Complexity in Distributed Non-Convex Optimization Kumar Kshitij Patel · Lingxiao Wang · Blake Woodworth · Brian Bullins · Nati Srebro |
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Poster
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Thu 14:00 |
Fairness Transferability Subject to Bounded Distribution Shift Yatong Chen · Reilly Raab · Jialu Wang · Yang Liu |
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Poster
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Thu 9:00 |
Nearly-Tight Bounds for Testing Histogram Distributions Clément L Canonne · Ilias Diakonikolas · Daniel Kane · Sihan Liu |