Convex Optimization (11)
52:44
Semidefinite Optimization and Convex Algebraic Geometry
Jan 16, 2013
·
4890 views
17:50
On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization
Jan 16, 2013
·
2815 views
20:52
Fast first-order methods for convex optimization with line search
Jan 25, 2012
·
5030 views
02:41
Factoring nonnegative matrices with linear programs
Jan 14, 2013
·
3159 views
04:25:58
Convex Optimization
Oct 12, 2011
·
21452 views
16:43
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization
Jan 25, 2012
·
6943 views
50:29
Computational and Statistical Tradeoffs via Convex Relaxation
Jan 16, 2013
·
4861 views
15:20
A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Tra...
Jan 22, 2013
·
7435 views
03:59
A quasi-Newton proximal splitting method
Jan 14, 2013
·
4122 views
14:27
Approximating Concavely Parameterized Optimization Problems
Jan 16, 2013
·
3988 views
03:09
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation
Jan 14, 2013
·
3412 views