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: Operations Research:
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Optimization Methods @
References
[syn] 1899 views, 02:22:16
Convex Optimization
Lieven Vandenberghe
4 comments
1377 views, 00:51:42
Numerical Methods for Solving Least Squares Problems with Constraints
Gene Golub
[syn] 722 views, 01:51:44
Rapid Stochastic Gradient Descent: Accelerating Machine Learning
Nicol Schraudolph
1 comment
[syn] 586 views, 00:04:10
A Quadratic Programming Approach to the Graph Edit Distance Problem
Horst Bunke
569 views, 00:59:21
Introduction to convex programming, interior point methods, and semi-definite programming
Arkadi Nemirovski
2 comments
[syn] 430 views, 03:59:04
Gradient Methods for Machine Learning
Nicol Schraudolph
2 comments
378 views, 00:54:52
Semi-supervised Learning, Manifold Methods
Partha Niyogi
[syn] 278 views, 00:19:24
Trust Region Newton Methods for Large-Scale Logistic Regression
Chin Jen Lin
227 views, 00:22:42
Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constrained Quadratic Programming
Jieping Ye
182 views, 00:08:50
Visualizing Pairwise Similarity via Semidefinite Programming
Amir Globerson
[syn] 95 views, 00:22:25
Large-scale RLSC Learning Without Agony
Wenye Li