conftrace_
← Optimization
Mathematics & Optimization › Optimization ›

Convex Optimization

591 papers

Papers per year

1
14
23
48
15
'05
'10
'15
'20
'25

Papers

Simultaneous Super-Resolution of Depth and Images Using a Single Camera CVPR 2013
Image Guided Depth Upsampling Using Anisotropic Total Generalized Variation ICCV 2013
Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs ICCV 2013
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs ICML 2013
Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization ICML 2013
Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs ICML 2013
Sparse projections onto the simplex ICML 2013
A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions ICML 2013
Quantile Regression for Large-scale Applications ICML 2013
Robust Regression on MapReduce ICML 2013
Learning Convex QP Relaxations for Structured Prediction ICML 2013
O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions ICML 2013
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization JMLR 2013
Maximum Volume Clustering: A New Discriminative Clustering Approach JMLR 2013
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion JMLR 2013
Factoring nonnegative matrices with linear programs NIPS 2012
Recovery of Sparse Probability Measures via Convex Programming NIPS 2012
Proximal Newton-type methods for convex optimization NIPS 2012
Convex Multi-view Subspace Learning NIPS 2012
Multiclass Learning with Simplex Coding NIPS 2012
Accelerated Training for Matrix-norm Regularization: A Boosting Approach NIPS 2012
Optimal Regularized Dual Averaging Methods for Stochastic Optimization NIPS 2012
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem NIPS 2012
Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions NIPS 2012