Mathematical Statistics and Learning

Videos from BIRS Workshop

, Stanford
- 10:04
The Sum-of-Squares Algorithmic Paradigm in Statistics
Watch video | Download video: 202111290904-Tselil.mp4 (373M)
,
- 11:04
Provable Recovery of Boolean Interactions based on Random Forests
Watch video | Download video: 202111291030-Yu.mp4 (45M)
, Instituto de Matemática Pura e Aplicada (IMPA)
- 14:12
The contact process over a switching random d-regular graph
Watch video | Download video: 202111291332-Oliveira.mp4 (57M)
, University of Wisconsin-Madison
- 14:54
Non-Gaussian Component Analysis: Statistical Query Hardness and its Applications
Watch video | Download video: 202111291420-Diakonikolas.mp4 (42M)
, University of Waterloo
- 17:36
Efficient Mean Estimation with Pure Differential Privacy via a Sum-of-Squares Exponential Mechanism
Watch video | Download video: 202111291702-Kamath.mp4 (143M)
, Columbia University
- 18:12
Variational Inference and Robustness
Watch video | Download video: 202111291737-Rush.mp4 (134M)
, Stanford
- 09:59
The Sum-of-Squares Algorithmic Paradigm in Statistics
Watch video | Download video: 202111300900-Tselil.mp4 (346M)
, University of North Carolina at Chapel Hill
- 11:02
Estimation of Stationary Optimal Transport Plans
Watch video | Download video: 202111301031-Nobel.mp4 (38M)
, MIT
- 11:33
Rates of convergence of Gaussian smoothed empirical measures in Wasserstein and KL distances
Watch video | Download video: 202111301104-Polyanskiy.mp4 (38M)
, Yale University
- 14:04
Self-regularization of nonparametric maximum likelihood in mixture models
Watch video | Download video: 202111301332-Wu.mp4 (42M)
, UCSD
- 14:33
On Using Graph Distances to Estimate Euclidean and Related Distances
Watch video | Download video: 202111301404-Arias-Castro.mp4 (38M)
, ETH Zurich
- 15:01
Some recent results on Algorithmic Stability
Watch video | Download video: 202111301434-Zhivotovskiy.mp4 (38M)
, University of Alberta
- 17:33
Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting
Watch video | Download video: 202111301700-Szepesvari.mp4 (106M)
, Stanford
- 09:49
The Sum-of-Squares Algorithmic Paradigm in Statistics
Watch video | Download video: 202112010901-Schramm.mp4 (288M)
, University of Cambridge
- 11:03
Communication-efficient hypothesis testing
Watch video | Download video: 202112011029-Jog.mp4 (46M)
, CNRS & Université de Lille
- 11:37
Non-parametric exploration in multi-armed bandits
Watch video | Download video: 202112011104-Kaufmann.mp4 (51M)
, Harvard University
- 17:01
Watch video | Download video: 202112011630-Austern.mp4 (43M)
, University of Waterloo
- 17:33
Fundamental models of statistical learning and their combinatorial characterizations - negative results and implied open problems
Watch video | Download video: 202112011702-Ben-David.mp4 (41M)
, UC Berkeley
- 18:03
Adversarial examples in deep networks
Watch video | Download video: 202112011734-Bartlett.mp4 (118M)