Search All 2022 Events
 

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Workshop
A code superoptimizer through neural Monte-Carlo tree search
Wenda Zhou · Olga Solodova · Ryan Adams
Poster
Tue 14:00 Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions
Weirui Ye · Pieter Abbeel · Yang Gao
Workshop
Sat 8:55 A code superoptimizer through neural Monte-Carlo tree search
Wenda Zhou · Olga Solodova · Ryan Adams
Poster
Wed 9:00 Distributionally Robust Optimization via Ball Oracle Acceleration
Yair Carmon · Danielle Hausler
Poster
Tue 14:00 TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
Chengrun Yang · Gabriel Bender · Hanxiao Liu · Pieter-Jan Kindermans · Madeleine Udell · Yifeng Lu · Quoc V Le · Da Huang
Poster
Thu 14:00 Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
Yunbum Kook · Yin-Tat Lee · Ruoqi Shen · Santosh Vempala
Poster
Fixed-Distance Hamiltonian Monte Carlo
Hadi Mohasel Afshar · Sally Cripps
Poster
Thu 9:00 Sparse Gaussian Process Hyperparameters: Optimize or Integrate?
Vidhi Lalchand · Wessel Bruinsma · David Burt · Carl Edward Rasmussen
Poster
Tue 14:00 Monte Carlo Tree Descent for Black-Box Optimization
Yaoguang Zhai · Sicun Gao
Workshop
Proposal of a Score Based Approach to Sampling Using Monte Carlo Estimation of Score and Oracle Access to Target Density
Curtis McDonald · Andrew Barron
Poster
Wed 9:00 Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo
Ignacio Peis · Chao Ma · José Miguel Hernández-Lobato
Poster
Tue 14:00 Parallel Tempering With a Variational Reference
Nikola Surjanovic · Saifuddin Syed · Alexandre Bouchard-Côté · Trevor Campbell