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12 Results
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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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Workshop
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Gaussian Process Thompson sampling for Bayesian optimization of dynamic masking-based language model pre-training Iñigo Urteaga · Moulay Zaidane Draidia · Tomer Lancewicki · Shahram Khadivi |
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Poster
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Tue 9:00 |
Society of Agents: Regret Bounds of Concurrent Thompson Sampling Yan Chen · Perry Dong · Qinxun Bai · Maria Dimakopoulou · Wei Xu · Zhengyuan Zhou |
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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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Workshop
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Diffusion Prior for Online Decision Making: A Case Study of Thompson Sampling Yu-Guan Hsieh · Shiva Kasiviswanathan · Branislav Kveton · Patrick Blöbaum |
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Poster
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Thu 9:00 |
Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits Gergely Neu · Iuliia Olkhovskaia · Matteo Papini · Ludovic Schwartz |
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Poster
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Wed 14:00 |
An Analysis of Ensemble Sampling Chao Qin · Zheng Wen · Xiuyuan Lu · Benjamin Van Roy |
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Poster
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When Combinatorial Thompson Sampling meets Approximation Regret Pierre Perrault |
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Poster
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Wed 9:00 |
Sample-Then-Optimize Batch Neural Thompson Sampling Zhongxiang Dai · YAO SHU · Bryan Kian Hsiang Low · Patrick Jaillet |
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Poster
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Tue 14:00 |
Incentivizing Combinatorial Bandit Exploration Xinyan Hu · Dung Ngo · Aleksandrs Slivkins · Steven Wu |
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Poster
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Tue 9:00 |
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization Hui Yuan · Chengzhuo Ni · Huazheng Wang · Xuezhou Zhang · Le Cong · Csaba Szepesvari · Mengdi Wang |
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Poster
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Wed 14:00 |
Thompson Sampling Efficiently Learns to Control Diffusion Processes Mohamad Kazem Shirani Faradonbeh · Mohamad Sadegh Shirani Faradonbeh · Mohsen Bayati |