Videos

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Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall Thumbnail

Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall

Presenter
  • Mikyoung Jun
March 5, 2021
IMSI

EMRI Waveform acceleration with machine learning and GPUs (Black Hole Perturbation Toolkit)

Presenter
  • Michael Katz
November 18, 2020
ICERM
Blending physics and machine learning to improve climate projections Thumbnail

Blending physics and machine learning to improve climate projections

Presenter
  • Laure Zanna
October 9, 2020
IMSI
Private AI: Machine Learning on Encrypted Data Thumbnail

Private AI: Machine Learning on Encrypted Data

Presenter
  • Kristin Lauter
October 7, 2020
IMSI
Metric and manifold repair for missing data Thumbnail

Metric and manifold repair for missing data

Presenter
  • Anna Gilbert
September 11, 2020
IAS
On Langevin Dynamics in Machine Learning Thumbnail

On Langevin Dynamics in Machine Learning

Presenter
  • Michael Jordan
June 11, 2020
IAS
Learning with entropy-regularized optimal transport Thumbnail

Learning with entropy-regularized optimal transport

Presenter
  • Aude Genevay
May 8, 2020
SLMath
Scaling Optimal Transport for High dimensional Learning Thumbnail

Scaling Optimal Transport for High dimensional Learning

Presenter
  • Gabriel Peyré
May 4, 2020
SLMath
Do Simpler Models Exist and How Can We Find Them? Thumbnail

Do Simpler Models Exist and How Can We Find Them?

Presenter
  • Cynthia Rudin
April 16, 2020
IAS
Some Recent Insights on Transfer Learning Thumbnail

Some Recent Insights on Transfer Learning

Presenter
  • Samory Kpotufe
March 31, 2020
IAS

Structured Autoencoders for Operator-theoretic decomposition and Model reduction of Spatio-temporal dynamics

Presenter
  • Karthik Duraisamy
March 25, 2020
ICERM
Generalization Theory in Machine Learning Thumbnail

Generalization Theory in Machine Learning

Presenter
  • Adam Oberman
March 10, 2020
IPAM