Convex Optimization (11)

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15:20

A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Tra...

Nicolas Le Roux

2013-01-22

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7416 Views

Lecture
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50:29

Computational and Statistical Tradeoffs via Convex Relaxation

Venkat Chandrasekaran

2013-01-16

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4828 Views

Invited Talk
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52:44

Semidefinite Optimization and Convex Algebraic Geometry

Pablo A. Parrilo

2013-01-16

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4876 Views

Invited Talk
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17:50

On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization

Ohad Shamir

2013-01-16

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2802 Views

Lecture
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14:27

Approximating Concavely Parameterized Optimization Problems

Sören Laue

2013-01-16

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3970 Views

Lecture
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02:41

Factoring nonnegative matrices with linear programs

Victor Bittorf

2013-01-14

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3141 Views

Demonstration
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03:09

A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation

Aaron Defazio

2013-01-14

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3395 Views

Demonstration
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03:59

A quasi-Newton proximal splitting method

Jalal Fadili

2013-01-14

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4103 Views

Demonstration
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16:43

Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization

Mark Schmidt

2012-01-25

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6927 Views

Lecture
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20:52

Fast first-order methods for convex optimization with line search

Katya Scheinberg

2012-01-25

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5019 Views

Lecture
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04:25:58

Convex Optimization

Lieven Vandenberghe

2011-10-12

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21364 Views

Tutorial