Convex Optimization (11)
52:44
Semidefinite Optimization and Convex Algebraic Geometry
Jan 16, 2013
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4881 views
17:50
On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization
Jan 16, 2013
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2808 views
20:52
Fast first-order methods for convex optimization with line search
Jan 25, 2012
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5025 views
02:41
Factoring nonnegative matrices with linear programs
Jan 14, 2013
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3147 views
04:25:58
Convex Optimization
Oct 12, 2011
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21413 views
16:43
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization
Jan 25, 2012
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6934 views
50:29
Computational and Statistical Tradeoffs via Convex Relaxation
Jan 16, 2013
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4836 views
15:20
A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Tra...
Jan 22, 2013
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7425 views
03:59
A quasi-Newton proximal splitting method
Jan 14, 2013
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4114 views
14:27
Approximating Concavely Parameterized Optimization Problems
Jan 16, 2013
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3979 views
03:09
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation
Jan 14, 2013
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3401 views