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13 Results

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Poster
Tue 14:00 To Trust Or Not To Trust A Classifier
Heinrich Jiang · Been Kim · Melody Guan · Maya Gupta
Poster
Thu 14:00 Deep Homogeneous Mixture Models: Representation, Separation, and Approximation
Priyank Jaini · Pascal Poupart · Yaoliang Yu
Poster
Wed 14:00 Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation
Qiang Liu · Lihong Li · Ziyang Tang · Denny Zhou
Poster
Wed 7:45 Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes
Hassan Ashtiani · Shai Ben-David · Nicholas Harvey · Christopher Liaw · Abbas Mehrabian · Yaniv Plan
Poster
Tue 14:00 Generalizing Tree Probability Estimation via Bayesian Networks
Cheng Zhang · Frederick A Matsen IV
Poster
Thu 14:00 Nonparametric Density Estimation under Adversarial Losses
Shashank Singh · Ananya Uppal · Boyue Li · Chun-Liang Li · Manzil Zaheer · Barnabas Poczos
Poster
Wed 7:45 Improving Explorability in Variational Inference with Annealed Variational Objectives
Chin-Wei Huang · Shawn Tan · Alexandre Lacoste · Aaron Courville
Poster
Thu 14:00 Gaussian Process Conditional Density Estimation
Vincent Dutordoir · Hugh Salimbeni · James Hensman · Marc Deisenroth
Poster
Tue 7:45 Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization
Yuanxiang Gao · Li Chen · Baochun Li
Poster
Thu 7:45 Relating Leverage Scores and Density using Regularized Christoffel Functions
Edouard Pauwels · Francis Bach · Jean-Philippe Vert
Poster
Tue 7:45 Glow: Generative Flow with Invertible 1x1 Convolutions
Diederik Kingma · Prafulla Dhariwal
Poster
Thu 14:00 Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport
Theo Lacombe · Marco Cuturi · Steve OUDOT