Videos

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Learning to Reconstruct - Statistical Learning Theory and Encrypted Database Attacks

Presenter
  • Paul Grubbs
June 13, 2019
ICERM
Combining computing and learning for (plasma) physics Thumbnail

Combining computing and learning for (plasma) physics

Presenter
  • Frank Jenko
October 17, 2018
IPAM
Shape Analysis and Learning by Geometry and Machine (Overview - Part 2) Thumbnail

Shape Analysis and Learning by Geometry and Machine (Overview - Part 2)

Presenter
  • Ron Kimmel
February 8, 2016
IPAM
Shape Analysis and Learning by Geometry and Machine (Overview - Part 1) Thumbnail

Shape Analysis and Learning by Geometry and Machine (Overview - Part 1)

Presenter
  • Hong-Kai Zhao
February 8, 2016
IPAM
Introductory Workshop: Algorithms, Fairness, and Equity: "Epistemic Uncertainty, the AI Problem Understanding Gap and the Necessity of Structured Societal Context Knowledge for Safe, Robust AI" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Epistemic Uncertainty, the AI Problem Understanding Gap and the Necessity of Structured Societal Context Knowledge for Safe, Robust AI"

Presenter
  • Donald Martin
August 30, 2023
SLMath

Reduced label complexity for tight linear regression

Presenter
  • Alex Gittens
June 29, 2023
ICERM
Carlos Oscar Sorzano - Machine learning for Single Particle Analysis by Cryo-Electron Microscopy Thumbnail

Carlos Oscar Sorzano - Machine learning for Single Particle Analysis by Cryo-Electron Microscopy

Presenter
  • Carlos Sorzano
November 14, 2022
IPAM
Peter Binev - Learning Theory and Computational Microscopy Thumbnail

Peter Binev - Learning Theory and Computational Microscopy

Presenter
  • Peter Binev
September 14, 2022
IPAM
Geometric manifold learning methods and collective variables Thumbnail

Geometric manifold learning methods and collective variables

Presenter
  • Marina Meila
December 5, 2016
IPAM
Is optimization computationally equivalent to online learning? Thumbnail

Is optimization computationally equivalent to online learning?

Presenter
  • Elad Hazan
October 5, 2015
IAS

New Algorithms for Learning Incoherent and Overcomplete Dictionaries

Presenter
  • Rong Ge
May 7, 2014
ICERM
Zecheng Zhang - Deep Operator Learning Approximation and Distributed Applications - IPAM at UCLA Thumbnail

Zecheng Zhang - Deep Operator Learning Approximation and Distributed Applications - IPAM at UCLA

Presenter
  • Zecheng Zhang
July 16, 2025
IPAM