Videos

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Traffic Flow Smoothing at scale Thumbnail

Traffic Flow Smoothing at scale

Presenter
  • Dan Work
October 28, 2020
IPAM
Quantum Computational Supremacy and Its Applications Thumbnail

Quantum Computational Supremacy and Its Applications

Presenter
  • Scott Aaronson
October 8, 2020
IMSI
A future with affordable Self-driving vehicles Thumbnail

A future with affordable Self-driving vehicles

Presenter
  • Raquel Urtasun
October 8, 2020
IPAM
How Data Science and Financial Engineering Can Help Cure Cancer Thumbnail

How Data Science and Financial Engineering Can Help Cure Cancer

Presenter
  • Andrew Lo
October 7, 2020
IMSI
Private AI: Machine Learning on Encrypted Data Thumbnail

Private AI: Machine Learning on Encrypted Data

Presenter
  • Kristin Lauter
October 7, 2020
IMSI
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