Videos

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Robust Statistics: Challenges of High Dimensions Thumbnail

Robust Statistics: Challenges of High Dimensions

Presenter
  • Constantine Caramanis
March 27, 2012
IMA

Robust completion time distributions in complex biological networks

Presenter
  • Ilya Nemenman
February 6, 2012
MBI
Robust and Efficient Spectral Clustering of Large Graphs Thumbnail

Robust and Efficient Spectral Clustering of Large Graphs

Presenter
  • Aarti Singh
October 24, 2011
IMA
Robust estimates for stochastic discrete-time nonlinear systems (robust Kalman filtering/smoothing) Thumbnail

Robust estimates for stochastic discrete-time nonlinear systems (robust Kalman filtering/smoothing)

Presenter
  • Aleksandr Aravkin
October 21, 2010
IMA
Robust compressive sampling and connections with statistics (continued) Thumbnail

Robust compressive sampling and connections with statistics (continued)

Presenter
  • Emmanuel Candès
June 12, 2007
IMA
Robust compressive sampling and connections with statistics Thumbnail

Robust compressive sampling and connections with statistics

Presenter
  • Emmanuel Candès
June 11, 2007
IMA
From Robust Sublinear Expanders to Additive Number Theory via Rainbow Cycles Thumbnail

From Robust Sublinear Expanders to Additive Number Theory via Rainbow Cycles

Presenter
  • Matija Bucic
February 21, 2023
IAS
DISTRIBUTIONALLY ROBUST LEARNING OVER DEEP NEURAL NETWORKS AND THEIR ASSOCIATED REGULARIZED RISK Thumbnail

DISTRIBUTIONALLY ROBUST LEARNING OVER DEEP NEURAL NETWORKS AND THEIR ASSOCIATED REGULARIZED RISK

Presenter
  • Camilo Garcia Trillos
May 24, 2022
IMSI
Distributionally Robust Gaussian Process Regression Thumbnail

Distributionally Robust Gaussian Process Regression

Presenter
  • Jose Blanchet
May 17, 2022
IMSI
Distributionally Robust Bayesian Nonparametric Regression Thumbnail

Distributionally Robust Bayesian Nonparametric Regression

Presenter
  • Jose Blanchet
March 9, 2022
SLMath
Towards Robust Artificial Intelligence Thumbnail

Towards Robust Artificial Intelligence

Presenter
  • Pushmeet Kohli
April 15, 2020
IAS

A Robust and Unified Framework for Estimating Heritability in Twin Studies using Generalized Estimating Equations

Presenter
  • Saonli Basu
September 19, 2018
MBI