Videos

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A Story of Principal Component Analysis in the Distributed Model Thumbnail

A Story of Principal Component Analysis in the Distributed Model

Presenter
  • David Woodruff
May 16, 2016
IMA
Efficiently Learning Ising Models on Arbitrary Graphs Thumbnail

Efficiently Learning Ising Models on Arbitrary Graphs

Presenter
  • Guy Bresler
May 21, 2015
IMA
Short talk: Surrogate modeling for adaptive predictive control over parameter spaces Thumbnail

Short talk: Surrogate modeling for adaptive predictive control over parameter spaces

Presenter
  • Hassan Iqbal
November 13, 2025
IMSI
Data Driven Modeling for Scientific Discovery and Digital Twins Thumbnail

Data Driven Modeling for Scientific Discovery and Digital Twins

Presenter
  • Dongbin Xiu
October 27, 2025
IMSI
Graphical models for nonstationary time series Thumbnail

Graphical models for nonstationary time series

Presenter
  • Suhasini Subba Rao
August 30, 2022
IMSI
An Overview of Learning Mean Field Games Thumbnail

An Overview of Learning Mean Field Games

Presenter
  • Mathieu Lauriere
May 26, 2022
IMSI
Robust regression with covariate filtering: Heavy tails and adversarial contamination Thumbnail

Robust regression with covariate filtering: Heavy tails and adversarial contamination

Presenter
  • Po-Ling Loh
April 12, 2021
IMSI
Eigenvector Localization, Implicit Regularization, and Algorithmic Anti-differentiation for Large-scale Graphs and Networked Data Thumbnail

Eigenvector Localization, Implicit Regularization, and Algorithmic Anti-differentiation for Large-scale Graphs and Networked Data

Presenter
  • Michael Mahoney
April 30, 2014
IMA
Bayesian Bias Mitigation for Crowdsourcing Thumbnail

Bayesian Bias Mitigation for Crowdsourcing

Presenter
  • Fabian Wauthier
May 9, 2012
IMA
Gaussian Process Regression Constrained by Boundary Value Problems Thumbnail

Gaussian Process Regression Constrained by Boundary Value Problems

Presenter
  • Mamikon Guilan
September 1, 2022
IMSI
Data-Driven Discovery of Geophysical Dynamics with Uncertainty Quantification Thumbnail

Data-Driven Discovery of Geophysical Dynamics with Uncertainty Quantification

Presenter
  • Chris Wikle
September 23, 2022
IMSI
Complexity vs Parsimony: The Challenge of Building Effective Nonlinear Dynamical Spatio-Temporal Forecasting Model Thumbnail

Complexity vs Parsimony: The Challenge of Building Effective Nonlinear Dynamical Spatio-Temporal Forecasting Model

Presenter
  • Chris Wikle
April 23, 2018
IMA