Mathematical Statistics and Learning
Videos from BIRS Workshop
Tselil Schramm, Stanford
Monday Nov 29, 2021 09:04 - 10:04
The Sum-of-Squares Algorithmic Paradigm in Statistics
Bin YU, UC Berkeley
Monday Nov 29, 2021 10:30 - 11:04
Provable Recovery of Boolean Interactions based on Random Forests
Roberto Imbuzeiro Oliveira, Instituto de Matemática Pura e Aplicada (IMPA)
Monday Nov 29, 2021 13:32 - 14:12
The contact process over a switching random d-regular graph
Ilias Diakonikolas, University of Wisconsin-Madison
Monday Nov 29, 2021 14:20 - 14:54
Non-Gaussian Component Analysis: Statistical Query Hardness and its Applications
Gautam Kamath, University of Waterloo
Monday Nov 29, 2021 17:02 - 17:36
Efficient Mean Estimation with Pure Differential Privacy via a Sum-of-Squares Exponential Mechanism
Cynthia Rush, Columbia University
Monday Nov 29, 2021 17:37 - 18:12
Variational Inference and Robustness
Tselil Schramm, Stanford
Tuesday Nov 30, 2021 09:00 - 09:59
The Sum-of-Squares Algorithmic Paradigm in Statistics
Andrew Nobel, University of North Carolina at Chapel Hill
Tuesday Nov 30, 2021 10:31 - 11:02
Estimation of Stationary Optimal Transport Plans
Yury Polyanskiy, MIT
Tuesday Nov 30, 2021 11:04 - 11:33
Rates of convergence of Gaussian smoothed empirical measures in Wasserstein and KL distances
Yihong Wu, Yale University
Tuesday Nov 30, 2021 13:32 - 14:04
Self-regularization of nonparametric maximum likelihood in mixture models
Ery Arias-Castro, UCSD
Tuesday Nov 30, 2021 14:04 - 14:33
On Using Graph Distances to Estimate Euclidean and Related Distances
Nikita Zhivotovskiy, ETH Zurich
Tuesday Nov 30, 2021 14:34 - 15:01
Some recent results on Algorithmic Stability
Csaba Szepesvári, University of Alberta
Tuesday Nov 30, 2021 17:00 - 17:33
Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting
Tselil Schramm, Stanford
Wednesday Dec 1, 2021 09:01 - 09:49
The Sum-of-Squares Algorithmic Paradigm in Statistics
Varun Jog, University of Cambridge
Wednesday Dec 1, 2021 10:29 - 11:03
Communication-efficient hypothesis testing
Emilie Kaufmann, CNRS & Université de Lille
Wednesday Dec 1, 2021 11:04 - 11:37
Non-parametric exploration in multi-armed bandits
Morgane Austern, Harvard University
Wednesday Dec 1, 2021 16:30 - 17:01
Shai Ben-David, University of Waterloo
Wednesday Dec 1, 2021 17:02 - 17:33
Fundamental models of statistical learning and their combinatorial characterizations - negative results and implied open problems
Peter Bartlett, UC Berkeley
Wednesday Dec 1, 2021 17:34 - 18:03
Adversarial examples in deep networks
