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Convex optimization
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#	Item
151	Highly-Smooth Zero-th Order Stochastic Optimization Vianney Perchet (with F. Bach, INRIA-ENS) Add to Reading List Source URL: www.proba.jussieu.fr Language: English - Date: 2016-06-21 04:02:19 Convex analysis Mathematical optimization Convex function Convex optimization
152	CS264: Beyond Worst-Case Analysis Lecture #1: Three Motivating Examples∗ Tim Roughgarden† September 22, Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2014-11-02 12:29:21 Computational complexity theory Analysis of algorithms Operations research Linear programming Convex optimization Algorithm Smoothed analysis Best worst and average case Time complexity Sorting algorithm Merge sort Simplex algorithm
153	From Convex Optimization to Randomized Mechanisms: Toward Optimal Combinatorial Auctions∗ Shaddin Dughmi† Tim Roughgarden‡ Add to Reading List Source URL: www-bcf.usc.edu Language: English - Date: 2011-10-07 01:19:59 Operations research Linear programming Convex optimization Combinatorial optimization Computational complexity theory Submodular set function Randomized rounding Optimization problem Matroid Ellipsoid method Mathematical optimization Mechanism design
154	Index affine-scaling method, 202–204, 206, 210 poor performance of, 203 steplength choice, 203 approximation problems, 218–227 1 -norm, 221–224 Add to Reading List Source URL: www.siam.org Language: English - Date: 2007-12-06 14:06:58 Mathematical optimization Operations research Linear programming Convex optimization Interior point method Simplex algorithm Nonlinear programming Quadratic programming Duality Revised simplex method Ellipsoid method Linear complementarity problem
155	Preface This text has grown over many years from a set of class notes for an undergraduate linear programming course offered at the University of Wisconsin-Madison. Though targeted to Computer Science undergraduates, the Add to Reading List Source URL: www.siam.org Language: English - Date: 2007-12-06 14:06:59 Operations research Mathematical optimization Convex optimization Linear programming Quadratic programming Linear algebra Algorithm Quadratic
156	A convex optimization approach to generalized moment problems in multivariate spectral estimation Michele Pavon Department of Mathematics University of Padova, Padova, Italy Add to Reading List Source URL: math.nyu.edu Language: English - Date: 2014-02-18 16:33:06 Signal processing Frequency domain analysis Estimation theory Statistical inference Spectral density estimation Anders Lindquist
157	1 Tractable Fully Bayesian Inference via Convex Optimization and Optimal Transport Theory Sanggyun Kim, Diego Mesa, Rui Ma, and Todd P. Coleman Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-09-29 20:20:39 Convex analysis Bayesian statistics Statistical theory Mathematical economics Estimation theory KullbackLeibler divergence Transportation theory Normal distribution Expected value Conjugate prior Mutual information Convex function
158	MONAURAL SEPARATION AND CLASSIFICATION OF NON-LINEAR TRANSFORMED INDEPENDENT SIGNALS: AN SVM PERSPECTIVE Sepp Hochreiter and Michael C. Mozer Department of Computer Science University of Colorado Boulder, CO 80309 Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:26:38 Signal processing Statistical models Convex optimization Operations research Independent component analysis Wavelet Linear programming Support vector machine Matrix Machine learning Sparse approximation Sparse dictionary learning
159	IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 60, NO. 4, APRILAn Optimizer’s Approach to Stochastic Control Problems With Nonclassical Information Structures Add to Reading List Source URL: coleman.ucsd.edu Language: English Mathematical optimization Transportation theory Convex optimization Relaxation KarushKuhnTucker conditions Linear programming Optimization problem Ratedistortion theory Quasigroup Lagrange multiplier Optimal control Equation solving
160	Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization Stephen H. Bach University of Maryland, College Park College Park, MD 20742 Add to Reading List Source URL: stephenbach.net Language: English - Date: 2013-06-10 18:15:08 Operations research Mathematical optimization Convex optimization Multivariable calculus Linear programming Lagrange multiplier Finite element method Algorithm Interior point method

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