08:50
Visualizing Pairwise Similarity via Semidefinite Programming
Feb 25, 2007 5749 views
19:21
Trust Region Newton Methods for Large-Scale Logistic Regression
Jun 23, 2007 9167 views
54:52
Semi-supervised Learning, Manifold Methods
Feb 25, 2007 9208 views
Rapid Stochastic Gradient Descent: Accelerating Machine Learning
Feb 25, 2007 10075 views
51:42
Numerical Methods for Solving Least Squares Problems with Constraints
Feb 25, 2007 21411 views
22:42
Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constraine...
Aug 15, 2007 6485 views
22:22
Large-scale RLSC Learning Without Agony
Jun 23, 2007 5326 views
59:21
Introduction to convex programming, interior point methods, and semi-definite pr...
Feb 25, 2007 10408 views
03:59:04
Gradient Methods for Machine Learning
Feb 25, 2007 10032 views
28:25
Finite horizon exploration for path integral control problems
Feb 25, 2007 4891 views
22:18
Efficiently Solving Convex Relaxations for MAP Estimation
Aug 29, 2008 4629 views
02:22:17
Convex Optimization
Aug 26, 2007 41470 views
23:09
Classification of high dimensional data: High Dimensional Discriminant Analysis
Feb 25, 2007 4711 views
04:10
A Quadratic Programming Approach to the Graph Edit Distance Problem
Jul 12, 2007 9796 views