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convex optimization

1320 papers

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Also known as

ACO ADMM CO OCO

Co-occurring keywords

stochastic optimization (1060) convergence rate (606) stochastic gradient descent (1088) gradient descent (1143) online learning (1770) support vector machine (976) matrix completion (356) regret bound (1918) kernel methods (1096) sparse optimization (246)

Papers

Dynamic Scene Deblurring ICCV 2013
Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs ICCV 2013
Convex Relaxations for Permutation Problems NIPS 2013
Optimization, Learning, and Games with Predictable Sequences NIPS 2013
3D Sub-query Expansion for Improving Sketch-Based Multi-view Image Retrieval ICCV 2013
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion JMLR 2013
A Near-Optimal Algorithm for Differentially-Private Principal Components JMLR 2013
Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013
Convex Collective Matrix Factorization AISTATS 2013
Open Problem: Fast Stochastic Exp-Concave Optimization COLT 2013
Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods AISTATS 2013
A Convex Optimization Framework for Active Learning ICCV 2013
Stochastic Alternating Direction Method of Multipliers ICML 2013
On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization NIPS 2013
Uncover Topic-Sensitive Information Diffusion Networks AISTATS 2013
Better Approximation and Faster Algorithm Using the Proximal Average NIPS 2013
Fast Image Tagging ICML 2013
Convex Optimization of Nonlinear Feedback Controllers via Occupation Measures RSS 2013
Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n) NIPS 2013
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA NIPS 2013
Dirty Statistical Models NIPS 2013
Convex Adversarial Collective Classification ICML 2013
Guaranteed Sparse Recovery under Linear Transformation ICML 2013
Learning Sparse Penalties for Change-point Detection using Max Margin Interval Regression ICML 2013
Quantile Regression for Large-scale Applications ICML 2013