Videolectures category: Operations Research

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[syn] 994 views, 02:22:16

Convex Optimization

Lieven Vandenberghe

760 views, 00:51:42

Numerical Methods for Solving Least Squares Problems with Constraints

Gene Golub


[syn] 522 views, 01:51:44

Rapid Stochastic Gradient Descent: Accelerating Machine Learning

Nicol Schraudolph

1 comment

310 views, 00:59:21

Introduction to convex programming, interior point methods, and semi-definite programming

Arkadi Nemirovski

2 comments


[syn] 298 views, 03:59:04

Gradient Methods for Machine Learning

Nicol Schraudolph

2 comments

[syn] 280 views, 00:04:10

A Quadratic Programming Approach to the Graph Edit Distance Problem

Horst Bunke

211 views, 00:54:52

Semi-supervised Learning, Manifold Methods

Partha Niyogi

[syn] 166 views, 00:19:24

Trust Region Newton Methods for Large-Scale Logistic Regression

Chin Jen Lin

150 views, 00:22:42

Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constrained Quadratic Programming

Jieping Ye

124 views, 00:08:50

Visualizing Pairwise Similarity via Semidefinite Programming

Amir Globerson

[syn] 69 views, 00:22:25

Large-scale RLSC Learning Without Agony

Wenye Li