Videos

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Using autoencoders as generative models to create forecast ensembles for data assimilation Thumbnail

Using autoencoders as generative models to create forecast ensembles for data assimilation

Presenter
  • Ian Grooms
October 31, 2022
IMSI
Average-Case Computational Complexity of Tensor Decomposition Thumbnail

Average-Case Computational Complexity of Tensor Decomposition

Presenter
  • Alex Wein
October 24, 2022
IAS
Transition path theory for rare event exploration: elucidating the critical dynamics of polar vortex breakdown Thumbnail

Transition path theory for rare event exploration: elucidating the critical dynamics of polar vortex breakdown

Presenter
  • Justin Finkel
October 6, 2022
IMSI
Learning from data through the lens of (ocean) models, surrogates, and their derivatives Thumbnail

Learning from data through the lens of (ocean) models, surrogates, and their derivatives

Presenter
  • Patrick Heimbach
September 22, 2022
IMSI
Physics-Informed Learning Machines Thumbnail

Physics-Informed Learning Machines

Presenter
  • Maziar Raissi
September 1, 2022
IMSI
Mean field approximations via log-concavity, and a non-asymptotic perspective on mean field control Thumbnail

Mean field approximations via log-concavity, and a non-asymptotic perspective on mean field control

Presenter
  • Daniel Lacker
May 26, 2022
IMSI
Optimal Stopping via Randomized Neural Networks Thumbnail

Optimal Stopping via Randomized Neural Networks

Presenter
  • Josef Teichmann
May 23, 2022
IMSI
Singular plane curves and stable nonsqueezing phenomena Thumbnail

Singular plane curves and stable nonsqueezing phenomena

Presenter
  • Kyler Siegel
April 15, 2022
IAS
Lisa Lee - Learning to Explore with Scalable Supervision Thumbnail

Lisa Lee - Learning to Explore with Scalable Supervision

Presenter
  • Lisa Lee
February 16, 2022
IPAM
Santosh Vempala - Gibbs Sampling for Convex Bodies and an L_0 Isoperimetric Inequality Thumbnail

Santosh Vempala - Gibbs Sampling for Convex Bodies and an L_0 Isoperimetric Inequality

Presenter
  • Santosh Vempala
February 10, 2022
IPAM

Characterizing Transitions in Developmental Biology using Topological Machine Learning

Presenter
  • Dhananjay Bhaskar
December 17, 2021
ICERM
The flexibility of caustics and its applications Thumbnail

The flexibility of caustics and its applications

Presenter
  • Daniel Alvarez-Gavela
November 3, 2021
IAS