Videos

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Secure Learning in Adversarial Environments Thumbnail

Secure Learning in Adversarial Environments

Presenter
  • Bo Li
October 6, 2020
IPAM
A Blueprint of Standardized and Composable Machine Learning Thumbnail

A Blueprint of Standardized and Composable Machine Learning

Presenter
  • Eric Xing
August 6, 2020
IAS
Regularity theory and uniform convergence in the large data limit of graph Laplacian eigenvectors on random data clouds Thumbnail

Regularity theory and uniform convergence in the large data limit of graph Laplacian eigenvectors on random data clouds

Presenter
  • Nicolas Garcia Trillos
May 7, 2020
SLMath
Learning Over-parameterized Neural Networks: From Neural Tangent Kernel to Mean-field Analysis Thumbnail

Learning Over-parameterized Neural Networks: From Neural Tangent Kernel to Mean-field Analysis

Presenter
  • Quanquan Gu
April 23, 2020
IPAM
Generalization Theory in Machine Learning Thumbnail

Generalization Theory in Machine Learning

Presenter
  • Adam Oberman
March 10, 2020
IPAM
Machine Learning for Robotics: Achieving Safety, Performance and Reliability by Combining Models and Data in a Closed-Loop System Architecture Thumbnail

Machine Learning for Robotics: Achieving Safety, Performance and Reliability by Combining Models and Data in a Closed-Loop System Architecture

Presenter
  • Angela Schoellig
February 28, 2020
IPAM
Trying to Make Sense of Control from Pixels Thumbnail

Trying to Make Sense of Control from Pixels

Presenter
  • Benjamin Recht
February 25, 2020
IPAM
A fresh look at some classical system identification methods Thumbnail

A fresh look at some classical system identification methods

Presenter
  • Necmiye Ozay
February 24, 2020
IPAM
Model misspecification in reinforcement learning Thumbnail

Model misspecification in reinforcement learning

Presenter
  • Csaba Szepesvari
February 24, 2020
IPAM
Connectome-based modeling of real world clinical outcomes in addictions Thumbnail

Connectome-based modeling of real world clinical outcomes in addictions

Presenter
  • Sarah Yip
February 19, 2020
IPAM
MR image acquisition and reconstruction in the era of deep learning Thumbnail

MR image acquisition and reconstruction in the era of deep learning

Presenter
  • Florian Knoll
January 30, 2020
IPAM
An improved sunflower bound. Thumbnail

An improved sunflower bound.

Presenter
  • Jiapeng Zhang
October 7, 2019
IAS