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Interior-Point and Augmented Lagrangian Algorithms for Optimization and Control
Presenter
- Stephen Wright
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
Optimality, Duality, and Complementarity for Constrained Optimization
Presenter
- Stephen Wright
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
Introduction to dynamical systems. Linear dynamics, stability, Lyapunov functions, eigenvalue conditions.
Presenter
- Pablo Parrilo
May 27, 2014
IMA
Week 1: Optimization and Control: a Convex Perspective
Presenters
- Pablo Parrilo
- Ben Recht
May 27, 2014
IMA
Random generators of the symmetric group: diameter, mixing time and spectral gap
Presenter
- Harald Helfgott
May 23, 2014
IPAM
Twisted X-rays: New Methods for the Determination of Noncrystalline Atomic Structure
Presenter
- Richard James
May 23, 2014
IMA