Videos

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Extending Generalization Theory to Address Phenomena in Contemporary Machine Learning Thumbnail

Extending Generalization Theory to Address Phenomena in Contemporary Machine Learning

Presenter
  • Shay Moran
October 17, 2023
IAS
A Combinatorial Characterization of Minimax in 0/1 Games Thumbnail

A Combinatorial Characterization of Minimax in 0/1 Games

Presenter
  • Shay Moran
October 16, 2023
IAS
Convex Set Disjointness, Distributed Learning of Halfspaces, and Linear Programming Thumbnail

Convex Set Disjointness, Distributed Learning of Halfspaces, and Linear Programming

Presenter
  • Shay Moran
May 12, 2020
IAS
Boosting Simple Learners Thumbnail

Boosting Simple Learners

Presenter
  • Shay Moran
May 5, 2020
IAS
Interactive Learning with Comparison Queries Thumbnail

Interactive Learning with Comparison Queries

Presenter
  • Shay Moran
October 2, 2019
IAS
Abstract Convexity, Weak Epsilon-Nets, and Radon Number Thumbnail

Abstract Convexity, Weak Epsilon-Nets, and Radon Number

Presenter
  • Shay Moran
March 13, 2018
IAS
On the strength of comparison queries Thumbnail

On the strength of comparison queries

Presenter
  • Shay Moran
October 24, 2017
IAS
On weak epsilon nets and the Radon number Thumbnail

On weak epsilon nets and the Radon number

Presenter
  • Shay Moran
October 4, 2017
IAS
Surbhi Goel - Beyond Worst-case Guarantees for Sequential Prediction: Robustness via Abstention Thumbnail

Surbhi Goel - Beyond Worst-case Guarantees for Sequential Prediction: Robustness via Abstention

Presenter
  • Surbhi Goel
March 1, 2024
IPAM
A Characterization of Multiclass Learnability Thumbnail

A Characterization of Multiclass Learnability

Presenter
  • Nataly Brukhim
December 13, 2022
IAS
Learning probability distributions; What can, What can't be done Thumbnail

Learning probability distributions; What can, What can't be done

Presenter
  • Shai Ben-David
May 7, 2020
IAS
Convergence of nearest neighbor classification Thumbnail

Convergence of nearest neighbor classification

Presenter
  • Sanjoy Dasgupta
November 25, 2019
IAS