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Poster
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
Poster
Tue 14:00 On the Privacy Properties of GAN-generated Samples
Zinan Lin · Vyas Sekar · Giulia Fanti
Poster
Wed 6:00 Adaptive Sampling for Fast Constrained Maximization of Submodular Functions
Francesco Quinzan · Vanja Doskoc · Andreas Göbel · Tobias Friedrich
Poster
Tue 18:30 On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification
Tianyi Lin · Zeyu Zheng · Elynn Chen · Marco Cuturi · Michael Jordan
Poster
Tue 14:00 TenIPS: Inverse Propensity Sampling for Tensor Completion
Chengrun Yang · Lijun Ding · Ziyang Wu · Madeleine Udell
Poster
Tue 14:00 Differentially Private Weighted Sampling
Edith Cohen · Ofir Geri · Tamas Sarlos · Uri Stemmer
Poster
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
Poster
Tue 14:00 Sample Elicitation
Jiaheng Wei · Zuyue Fu · Yang Liu · Xingyu Li · Zhuoran Yang · Zhaoran Wang
Poster
Tue 14:00 Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC
Priyank Jaini · Didrik Nielsen · Max Welling
Poster
Tue 14:00 An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling
QIN DING · Cho-Jui Hsieh · James Sharpnack
Poster
Thu 7:30 Measure Transport with Kernel Stein Discrepancy
Matthew Fisher · Tui Nolan · Matthew Graham · Dennis Prangle · Chris Oates
Oral
Wed 9:00 The Sample Complexity of Level Set Approximation
Francois Bachoc · Tommaso Cesari · Sébastien Gerchinovitz