Videos

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Computational/Statistical Gaps for Learning Neural Networks Thumbnail

Computational/Statistical Gaps for Learning Neural Networks

Presenter
  • Adam Klivans
April 13, 2021
IMSI
Low moments of character sums Thumbnail

Low moments of character sums

Presenter
  • Adam Harper
April 8, 2021
IAS
Contributions to deep learning using a mathematical approach: improved model uncertainty, certified robust models, and faster training of Neural ODEs Thumbnail

Contributions to deep learning using a mathematical approach: improved model uncertainty, certified robust models, and faster training of Neural ODEs

Presenter
  • Adam Oberman
October 5, 2020
IPAM
From an ODE to accelerated stochastic gradient descent: convergence rate and empirical results Thumbnail

From an ODE to accelerated stochastic gradient descent: convergence rate and empirical results

Presenter
  • Adam Oberman
May 7, 2020
SLMath
Gradient descent, Stochastic gradient descent, and acceleration Thumbnail

Gradient descent, Stochastic gradient descent, and acceleration

Presenter
  • Adam Oberman
March 10, 2020
IPAM
Generalization Theory in Machine Learning Thumbnail

Generalization Theory in Machine Learning

Presenter
  • Adam Oberman
March 10, 2020
IPAM
Sum-product in finite fields continued Thumbnail

Sum-product in finite fields continued

Presenter
  • Adam Sheffer
July 19, 2019
SLMath
Sum-product in finite fields Thumbnail

Sum-product in finite fields

Presenter
  • Adam Sheffer
July 19, 2019
SLMath
Polynomial Method: The Cap Set Problem continued Thumbnail

Polynomial Method: The Cap Set Problem continued

Presenter
  • Adam Sheffer
July 16, 2019
SLMath
Polynomial Method: The Cap Set Problem Thumbnail

Polynomial Method: The Cap Set Problem

Presenter
  • Adam Sheffer
July 16, 2019
SLMath
Polynomial Method: Finite Field Kakeya Thumbnail

Polynomial Method: Finite Field Kakeya

Presenter
  • Adam Sheffer
July 15, 2019
SLMath
Polynomial Method: More Applications of Incidences Thumbnail

Polynomial Method: More Applications of Incidences

Presenter
  • Adam Sheffer
July 10, 2019
SLMath