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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

Linear Ranking Analysis CVPR 2014
Elementary Estimators for High-Dimensional Linear Regression ICML 2014
Efficient Pruning LMI Conditions for Branch-and-Prune Rank and Chirality-Constrained Estimation of the Dual Absolute Quadric CVPR 2014
Weighted Graph Clustering with Non-Uniform Uncertainties ICML 2014
Efficient Algorithms for Robust One-bit Compressive Sensing ICML 2014
Partition-wise Linear Models NIPS 2014
Local Linear Convergence of Forward--Backward under Partial Smoothness NIPS 2014
Efficient Sampling for Learning Sparse Additive Models in High Dimensions NIPS 2014
Constrained convex minimization via model-based excessive gap NIPS 2014
An Online Sparsity-Cognizant Loop-Closure Algorithm for Visual Navigation RSS 2014
Graph Clustering With Missing Data: Convex Algorithms and Analysis NIPS 2014
An Accelerated Proximal Coordinate Gradient Method NIPS 2014
Improved Bounds for Online Learning Over the Permutahedron and Other Ranking Polytopes AISTATS 2014
Learning Graphical Models With Hubs JMLR 2014
QUIC: Quadratic Approximation for Sparse Inverse Covariance Estimation JMLR 2014
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014
Heavy-tailed regression with a generalized median-of-means ICML 2014
Mixed Optimization for Smooth Functions NIPS 2013
On Decomposing the Proximal Map NIPS 2013
Learning CRFs for Image Parsing with Adaptive Subgradient Descent ICCV 2013
Image Guided Depth Upsampling Using Anisotropic Total Generalized Variation ICCV 2013
Locally-Linear Learning Machines (L3M) ACML 2013
Boosting with the Logistic Loss is Consistent COLT 2013
Bounded Labeling Function for Global Segmentation of Multi-part Objects with Geometric Constraints ICCV 2013
Joint Optimization for Consistent Multiple Graph Matching ICCV 2013