Operations Research (14)

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22:18

Efficiently Solving Convex Relaxations for MAP Estimation

Pawan Kumar Mudigonda

2008-08-29

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4599 Views

Lecture
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02:22:17

Convex Optimization

Lieven Vandenberghe

2007-08-26

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41302 Views

Tutorial
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22:42

Learning the Kernel Matrix in Discriminant Analysis via Quadratically Constraine...

Jieping Ye

2007-08-15

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6471 Views

Lecture
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04:10

A Quadratic Programming Approach to the Graph Edit Distance Problem

Horst Bunke

2007-07-12

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9762 Views

Lecture
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22:22

Large-scale RLSC Learning Without Agony

Wenye Li

2007-06-23

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5294 Views

Lecture
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19:21

Trust Region Newton Methods for Large-Scale Logistic Regression

Chin Jen Lin

2007-06-23

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9141 Views

Lecture
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08:50

Visualizing Pairwise Similarity via Semidefinite Programming

Amir Globerson

2007-02-25

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5726 Views

Lecture
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54:52

Semi-supervised Learning, Manifold Methods

Partha Niyogi

2007-02-25

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9183 Views

Lecture
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28:25

Finite horizon exploration for path integral control problems

Bert Kappen

2007-02-25

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4859 Views

Lecture
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59:21

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

Arkadi Nemirovski

2007-02-25

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10375 Views

Lecture
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51:42

Numerical Methods for Solving Least Squares Problems with Constraints

Gene Golub

2007-02-25

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21357 Views

Lecture
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03:59:04

Gradient Methods for Machine Learning

Nicol Schraudolph

2007-02-25

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9964 Views

Lecture
01:51:44

Rapid Stochastic Gradient Descent: Accelerating Machine Learning

Nicol Schraudolph

2007-02-25

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10075 Views

Lecture
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23:09

Classification of high dimensional data: High Dimensional Discriminant Analysis

Charles Bouveyron

2007-02-25

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4695 Views

Lecture