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19 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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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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Tue 14:00 |
Learning Mixed Multinomial Logits with Provable Guarantees Yiqun Hu · David Simchi-Levi · Zhenzhen Yan |
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Workshop
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Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier Pierluca D'Oro · Max Schwarzer · Evgenii Nikishin · Pierre-Luc Bacon · Marc Bellemare · Aaron Courville |
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Poster
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Wed 9:00 |
Constrained Langevin Algorithms with L-mixing External Random Variables Yuping Zheng · Andrew Lamperski |
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Poster
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Thu 9:00 |
Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants Andrew M. Childs · Tongyang Li · Jin-Peng Liu · Chunhao Wang · Ruizhe Zhang |
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Poster
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Thu 9:00 |
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts Maria-Florina Balcan · Siddharth Prasad · Tuomas Sandholm · Ellen Vitercik |