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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
A single-molecule epistate approach for understanding tumor epigenomes
Presenter
- Ben Berman
February 12, 2014
IPAM
Computational surprises: mathematical programming and normal surface theory
Presenter
- Ben Burton
October 25, 2013
ICERM
Measuring coevolutionary selection in plant-insect interactions
Presenter
- Ben Ridenhour
April 4, 2011
MBI