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Poster
Tue 10:45 Sampling Networks and Aggregate Simulation for Online POMDP Planning
Hao(Jackson) Cui · Roni Khardon
Poster
Wed 17:00 On two ways to use determinantal point processes for Monte Carlo integration
Guillaume Gautier · Rémi Bardenet · Michal Valko
Poster
Thu 10:45 Learning Sparse Distributions using Iterative Hard Thresholding
Jacky Zhang · Rajiv Khanna · Anastasios Kyrillidis · Sanmi Koyejo
Poster
Thu 10:45 Max-value Entropy Search for Multi-Objective Bayesian Optimization
Syrine Belakaria · Aryan Deshwal · Janardhan Rao Doppa
Poster
Thu 10:45 Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations
Kevin Smith · Lingjie Mei · Shunyu Yao · Jiajun Wu · Elizabeth Spelke · Josh Tenenbaum · Tomer Ullman
Poster
Tue 17:30 Implicit Posterior Variational Inference for Deep Gaussian Processes
Haibin YU · Yizhou Chen · Bryan Kian Hsiang Low · Patrick Jaillet · Zhongxiang Dai
Poster
Tue 17:30 Variational Bayesian Optimal Experimental Design
Adam Foster · Martin Jankowiak · Elias Bingham · Paul Horsfall · Yee Whye Teh · Thomas Rainforth · Noah Goodman
Poster
Wed 10:45 Perceiving the arrow of time in autoregressive motion
Kristof Meding · Dominik Janzing · Bernhard Schölkopf · Felix A. Wichmann
Poster
Wed 17:00 No-Regret Learning in Unknown Games with Correlated Payoffs
Pier Giuseppe Sessa · Ilija Bogunovic · Maryam Kamgarpour · Andreas Krause
Poster
Wed 17:00 Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dimensions
Peng Chen · Keyi Wu · Joshua Chen · Tom O'Leary-Roseberry · Omar Ghattas
Poster
Wed 10:45 Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
Viet Anh Nguyen · Soroosh Shafieezadeh Abadeh · Man-Chung Yue · Daniel Kuhn · Wolfram Wiesemann
Poster
Tue 17:30 Online sampling from log-concave distributions
Holden Lee · Oren Mangoubi · Nisheeth Vishnoi