Videos

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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

Algorithms for metric elicitation via the geometry of classifier statistics.

Presenter
  • Sanmi Koyejo
August 3, 2021
ICERM

ML Without Unnecessary Harm: Blind Pareto Fairness and Subgroup Robustness

Presenter
  • Guillermo Sapiro
July 6, 2021
ICERM
Quantum barren plateaus and a possible way out Thumbnail

Quantum barren plateaus and a possible way out

Presenter
  • Maria Kieferova
May 27, 2021
IMSI
Tensor-train decomposition and its applications in machine learning Thumbnail

Tensor-train decomposition and its applications in machine learning

Presenter
  • Ivan Oseledets
April 21, 2021
IPAM
Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers Thumbnail

Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers

Presenter
  • Maxime Gasse
February 24, 2021
IPAM
Fundamentals of Artificial Intelligence and Machine Learning (Part 2/2) Thumbnail

Fundamentals of Artificial Intelligence and Machine Learning (Part 2/2)

Presenter
  • Frank Noe
September 17, 2020
IPAM
Fundamentals of Artificial Intelligence and Machine Learning (Part 1/2) Thumbnail

Fundamentals of Artificial Intelligence and Machine Learning (Part 1/2)

Presenter
  • Frank Noe
September 15, 2020
IPAM
Statistical Learning Theory for Modern Machine Learning Thumbnail

Statistical Learning Theory for Modern Machine Learning

Presenter
  • John Shawe-Taylor
August 11, 2020
IAS
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
Evidence of local entropy optimization in machine learning, physics and neuroscience Thumbnail

Evidence of local entropy optimization in machine learning, physics and neuroscience

Presenter
  • Riccardo Zecchina
November 20, 2019
IPAM