Videos

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Private AI: Machine Learning on Encrypted Data Thumbnail

Private AI: Machine Learning on Encrypted Data

Presenter
  • Kristin Lauter
October 7, 2020
IMSI
Meta-Learning: Why It’s Hard and What We Can Do Thumbnail

Meta-Learning: Why It’s Hard and What We Can Do

Presenter
  • Ke Li
April 9, 2020
IAS
Generalization Theory in Machine Learning Thumbnail

Generalization Theory in Machine Learning

Presenter
  • Adam Oberman
March 10, 2020
IPAM
Hidden Physics Models: Machine Learning of Non-Linear Partial Differential Equations Thumbnail

Hidden Physics Models: Machine Learning of Non-Linear Partial Differential Equations

Presenter
  • Maziar Raissi
October 29, 2019
IPAM
Distributed Private Machine Learning Thumbnail

Distributed Private Machine Learning

Presenter
  • Abhradeep Thakurta
January 10, 2018
IPAM
New directions in machine learning - Part II Thumbnail

New directions in machine learning - Part II

Presenter
  • Terry Lyons
May 15, 2015
IPAM
New directions in machine learning - Part I Thumbnail

New directions in machine learning - Part I

Presenter
  • Terry Lyons
May 15, 2015
IPAM
Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy Thumbnail

Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy

Presenter
  • Pilar Cossio
April 25, 2024
IMSI
Randomization, Neutrality, and Fairness: "Bringing Causality into Fairness: Application to Pretrial Public Safety Assessment" Thumbnail

Randomization, Neutrality, and Fairness: "Bringing Causality into Fairness: Application to Pretrial Public Safety Assessment"

Presenter
  • Kosuke Imai
October 24, 2023
SLMath
Jens Eisert - Do quantum computers have application in machine learning & combinatorial optimization Thumbnail

Jens Eisert - Do quantum computers have application in machine learning & combinatorial optimization

Presenter
  • Jens Eisert
October 17, 2023
IPAM
Introductory Workshop: Algorithms, Fairness, and Equity: "New Challenges in Optimization for Ethical Decisions" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "New Challenges in Optimization for Ethical Decisions"

Presenter
  • Swati Gupta
August 29, 2023
SLMath
Introductory Workshop: Algorithms, Fairness, and Equity: "Included-Variable Bias and Everything but the Kitchen Sink" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Included-Variable Bias and Everything but the Kitchen Sink"

Presenter
  • Sharad Goel
August 28, 2023
SLMath