Videos

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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
Multiscale analysis of accelerated gradient methods in machine learning Thumbnail

Multiscale analysis of accelerated gradient methods in machine learning

Presenter
  • Mohammad Farazmand
October 28, 2019
IPAM
Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation Thumbnail

Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation

Presenter
  • Peter Frazier
October 16, 2019
IPAM
Simulating quantum dynamics with neural machine translation Thumbnail

Simulating quantum dynamics with neural machine translation

Presenter
  • Juan Carrasquilla
September 27, 2019
IPAM