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Thermostatic Controls for Noisy Gradient Systems and Applications to Machine Learning
Presenter
- Ben Leimkuhler
July 30, 2015
ICERM
Spectra in Geometry and Effective Rigidity Results (Part 2)
Presenter
- Ben McReynolds
February 12, 2015
IPAM
Spectra in Geometry and Effective Rigidity Results (Part 1)
Presenter
- Ben McReynolds
February 11, 2015
IPAM
High-throughput Sequencing and Single Cell Analysis of the Immune Repertoire
Presenter
- Ben Wendel
November 17, 2014
MBI
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