Videos

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Nonconvex optimization in matrix optimization and distributionally robust optimization Thumbnail

Nonconvex optimization in matrix optimization and distributionally robust optimization

Presenter
  • Stephen Wright
February 27, 2020
IPAM
Optimization Methods for Machine Learning Thumbnail

Optimization Methods for Machine Learning

Presenter
  • Stephen Wright
October 6, 2017
IPAM
Optimization in Machine Learning and Data Analysis Thumbnail

Optimization in Machine Learning and Data Analysis

Presenter
  • Stephen Wright
August 5, 2016
IMA
Constrained Nonlinear Optimization Theory Thumbnail

Constrained Nonlinear Optimization Theory

Presenter
  • Stephen Wright
August 4, 2016
IMA

Linear Programming Part II: Interior-point Methods and Extensions to Convex Quadratic Programming and Linear Complementarity

Presenter
  • Stephen Wright
August 3, 2016
IMA

Linear Programming Part I: Duality Theorem and Simplex Method

Presenter
  • Stephen Wright
August 3, 2016
IMA
Stochastic-gradient, Coordinate Descent, and Newton’s Method Thumbnail

Stochastic-gradient, Coordinate Descent, and Newton’s Method

Presenter
  • Stephen Wright
August 2, 2016
IMA
First-order Methods: Convex and Nonconvex Problems - Unconstrained, Constrained, and Regularized Problems Thumbnail

First-order Methods: Convex and Nonconvex Problems - Unconstrained, Constrained, and Regularized Problems

Presenter
  • Stephen Wright
August 2, 2016
IMA

Optimization Taxonomy and Mathematical Foundations

Presenter
  • Stephen Wright
August 1, 2016
IMA

Optimization: Recognizing Solutions and Algorithmic Basics

Presenter
  • Stephen Wright
August 1, 2016
IMA
Optimization, Learning, and Processes Thumbnail

Optimization, Learning, and Processes

Presenter
  • Stephen Wright
February 22, 2016
IMA
Optimization in Electrical Power Grid Monitoring and Analysis Thumbnail

Optimization in Electrical Power Grid Monitoring and Analysis

Presenter
  • Stephen Wright
July 21, 2015
IPAM