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Poster
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Wed 12:45 |
Finite-Sample Regret Bound for Distributionally Robust Offline Tabular Reinforcement Learning Zhengqing Zhou · Qinxun Bai · Zhengyuan Zhou · Linhai Qiu · Jose Blanchet · Peter Glynn |
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Poster
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Tue 14:00 |
On the Privacy Properties of GAN-generated Samples Zinan Lin · Vyas Sekar · Giulia Fanti |
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Poster
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Wed 6:00 |
Adaptive Sampling for Fast Constrained Maximization of Submodular Functions Francesco Quinzan · Vanja Doskoc · Andreas Göbel · Tobias Friedrich |
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Poster
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Tue 18:30 |
On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification Tianyi Lin · Zeyu Zheng · Elynn Chen · Marco Cuturi · Michael Jordan |
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Poster
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Tue 14:00 |
TenIPS: Inverse Propensity Sampling for Tensor Completion Chengrun Yang · Lijun Ding · Ziyang Wu · Madeleine Udell |
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Poster
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Tue 14:00 |
Differentially Private Weighted Sampling Edith Cohen · Ofir Geri · Tamas Sarlos · Uri Stemmer |
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Poster
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Wed 12:45 |
Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling Setareh Ariafar · Zelda Mariet · Dana Brooks · Jennifer Dy · Jasper Snoek |
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Poster
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Tue 14:00 |
Sample Elicitation Jiaheng Wei · Zuyue Fu · Yang Liu · Xingyu Li · Zhuoran Yang · Zhaoran Wang |
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Poster
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Tue 14:00 |
Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC Priyank Jaini · Didrik Nielsen · Max Welling |
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Poster
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Tue 14:00 |
An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling QIN DING · Cho-Jui Hsieh · James Sharpnack |
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Poster
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Thu 7:30 |
Measure Transport with Kernel Stein Discrepancy Matthew Fisher · Tui Nolan · Matthew Graham · Dennis Prangle · Chris Oates |
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Oral
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Wed 9:00 |
The Sample Complexity of Level Set Approximation Francois Bachoc · Tommaso Cesari · Sébastien Gerchinovitz |