Videos

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Tutorial on Conformal Prediction and Distribution-Free Uncertainty Quantification Thumbnail

Tutorial on Conformal Prediction and Distribution-Free Uncertainty Quantification

Presenter
  • Anastasios Angelopoulos
March 31, 2023
IMSI
The Signature and Natural Slope of Hyperbolic Knots Thumbnail

The Signature and Natural Slope of Hyperbolic Knots

Presenter
  • Marc Lackenby
March 30, 2022
IAS
Equivariant machine learning, structure like classical physics Thumbnail

Equivariant machine learning, structure like classical physics

Presenter
  • Soledad Villar
March 4, 2022
IMSI
Case Studies in Inferential Privacy: Frameworks and Algorithms Thumbnail

Case Studies in Inferential Privacy: Frameworks and Algorithms

Presenter
  • Kamalika Chaudhuri
February 11, 2022
IMSI
Machine Learning in the Multi-Messenger Era: Inference as a service and optimal light curve augmentation Thumbnail

Machine Learning in the Multi-Messenger Era: Inference as a service and optimal light curve augmentation

Presenter
  • Michael Coughlin
November 30, 2021
IPAM
Real-time gravitational-wave parameter estimation using machine learning Thumbnail

Real-time gravitational-wave parameter estimation using machine learning

Presenter
  • Stephen Green
November 17, 2021
IPAM
Bounded Learning from Incumbent Firms Thumbnail

Bounded Learning from Incumbent Firms

Presenter
  • Erzo Luttmer
October 27, 2021
IMSI

Preference based RL with finite time guarantees

Presenter
  • Aarti Singh
August 2, 2021
ICERM
Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent Thumbnail

Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent

Presenter
  • Tselil Schramm
April 15, 2021
IMSI
On Min-Max Optimization and Halpern Iteration Thumbnail

On Min-Max Optimization and Halpern Iteration

Presenter
  • Jelena Diakonikolas
April 14, 2021
IMSI

An Information Theoretic Approach to Validate Deep Learning-Based Algorithms

Presenter
  • Gitta Kutyniok
April 10, 2021
ICERM
A rigorous and robust quantum speed-up in supervised machine learning Thumbnail

A rigorous and robust quantum speed-up in supervised machine learning

Presenter
  • Kristan Temme
February 9, 2021
IPAM