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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

Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013
Similarity Metric Learning for Face Recognition ICCV 2013
Convex Tensor Decomposition via Structured Schatten Norm Regularization NIPS 2013
Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty NIPS 2013
Lasso Screening Rules via Dual Polytope Projection NIPS 2013
Marginals-to-Models Reducibility NIPS 2013
Convex Two-Layer Modeling NIPS 2013
Accelerating Stochastic Gradient Descent using Predictive Variance Reduction NIPS 2013
Learning Kernels Using Local Rademacher Complexity NIPS 2013
The Episolar Constraint: Monocular Shape from Shadow Correspondence CVPR 2013
Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences CVPR 2013
Simultaneous Super-Resolution of Depth and Images Using a Single Camera CVPR 2013
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs ICML 2013
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes ICML 2013
Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space NIPS 2013
Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions NIPS 2013
Matrix Completion From any Given Set of Observations NIPS 2013
q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions NIPS 2013
Dimension-Free Exponentiated Gradient NIPS 2013
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation NIPS 2013
Large Scale Distributed Sparse Precision Estimation NIPS 2013
Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization NIPS 2013
Convex formulations of radius-margin based Support Vector Machines ICML 2013
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NIPS 2013
Super-resolution via Transform-Invariant Group-Sparse Regularization ICCV 2013