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Ben Recht - Splitting the difference between deep and shallow solutions of inverse problems
Presenter
- Ben Recht
November 30, 2022
IPAM
Sparsity and rank: Applications to estimation, machine learning, and system identification.
Presenter
- Ben Recht
May 31, 2014
IMA
Algorithms for SDP. Interior-point, bundle, and first order methods.
Presenter
- Ben Recht
May 30, 2014
IMA
Polynomials and sum of squares (SOS). Nonconvex quadratic optimization and semidefinite relaxations. Generalizations via SOS.
Presenter
- Ben Recht
May 29, 2014
IMA
Optimization methods: First order methods: basic gradient and extensions (accelerated, stochastic, subgradient, and projection).
Presenter
- Ben Recht
May 28, 2014
IMA
Introduction to optimization. Quadratic forms. Gradient, Hessian. Convex sets and convex functions. Least squares.
Presenter
- Ben Recht
May 27, 2014
IMA
Week 1: Optimization and Control: a Convex Perspective
Presenters
- Pablo Parrilo
- Ben Recht
May 27, 2014
IMA
First Order Methods for Manifolds with Orthogonality Constraints and Connections to the SVD
Presenter
- Laura Balzano
August 2, 2016
IMA
Global Optimality in Matrix and Tensor Factorization, Deep Learning, and Beyond
Presenter
- René Vidal
January 27, 2016
IMA
