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30 Results
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Poster
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Wed 9:00 |
Policy Optimization for Markov Games: Unified Framework and Faster Convergence Runyu Zhang · Qinghua Liu · Huan Wang · Caiming Xiong · Na Li · Yu Bai |
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Poster
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Wed 14:00 |
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP Fan Chen · Junyu Zhang · Zaiwen Wen |
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Poster
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Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm HuiYang Shao · Qianqian Xu · Zhiyong Yang · Shilong Bao · Qingming Huang |
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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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Tue 9:00 |
Outlier-Robust Sparse Estimation via Non-Convex Optimization Yu Cheng · Ilias Diakonikolas · Rong Ge · Shivam Gupta · Daniel Kane · Mahdi Soltanolkotabi |
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Poster
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Thu 9:00 |
Optimal and Adaptive Monteiro-Svaiter Acceleration Yair Carmon · Danielle Hausler · Arun Jambulapati · Yujia Jin · Aaron Sidford |