Videos

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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
Computational Complexity of Learning ReLUs Thumbnail

Computational Complexity of Learning ReLUs

Presenter
  • Surbhi Goel
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
Performative Prediction Thumbnail

Performative Prediction

Presenter
  • Moritz Hardt
April 13, 2021
IMSI

Reliable predictions? Counterfactual predictions? Equitable treatment? Some recent progress in predictive inference

Presenter
  • Emmanuel Candes
April 11, 2021
ICERM

Data science for social equality

Presenter
  • Emma Pierson
March 10, 2021
ICERM
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