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Poster
Tue 18:30 A comparative study on sampling with replacement vs Poisson sampling in optimal subsampling
HaiYing Wang · Jiahui Zou
Poster
Wed 6:00 Adaptive Sampling for Fast Constrained Maximization of Submodular Functions
Francesco Quinzan · Vanja Doskoc · Andreas Göbel · Tobias Friedrich
Poster
Thu 7:30 Measure Transport with Kernel Stein Discrepancy
Matthew Fisher · Tui Nolan · Matthew Graham · Dennis Prangle · Chris Oates
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
Tue 18:30 Non-Volume Preserving Hamiltonian Monte Carlo and No-U-TurnSamplers
Hadi Mohasel Afshar · Rafael Oliveira · Sally Cripps
Poster
Thu 7:30 Context-Specific Likelihood Weighting
Nitesh Kumar · Ondřej Kuželka
Poster
Tue 14:00 Differentially Private Weighted Sampling
Edith Cohen · Ofir Geri · Tamas Sarlos · Uri Stemmer
Poster
Tue 14:00 TenIPS: Inverse Propensity Sampling for Tensor Completion
Chengrun Yang · Lijun Ding · Ziyang Wu · Madeleine Udell
Poster
Tue 14:00 Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC
Priyank Jaini · Didrik Nielsen · Max Welling
Poster
Wed 6:00 Sequential Random Sampling Revisited: Hidden Shuffle Method
Michael Shekelyan · Graham Cormode
Poster
Thu 7:30 An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo
Matthew Hoffman · Alexey Radul · Pavel Sountsov
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