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Convex Optimization

589 directly classified papers

Papers per year

Papers

Robust Camera Location Estimation by Convex Programming CVPR 2015
3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach CVPR 2015
A Universal Catalyst for First-Order Optimization NIPS 2015
Estimating Mixture Models via Mixtures of Polynomials NIPS 2015
Analysis of Robust PCA via Local Incoherence NIPS 2015
Convergence rates of sub-sampled Newton methods NIPS 2015
A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements NIPS 2015
Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling NIPS 2015
The entropic barrier: a simple and optimal universal self-concordant barrier COLT 2015
Large-Scale Markov Decision Problems with KL Control Cost and its Application to Crowdsourcing ICML 2015
LMI-Based 2D-3D Registration: From Uncalibrated Images to Euclidean Scene CVPR 2015
Adaptive Recovery of Signals by Convex Optimization COLT 2015
Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
Convex Optimization With Abstract Linear Operators ICCV 2015
Robust Nonrigid Registration by Convex Optimization ICCV 2015
Wide Baseline Stereo Matching With Convex Bounded Distortion Constraints ICCV 2015
Sum-of-Squares Lower Bounds for Sparse PCA NIPS 2015
A Universal Primal-Dual Convex Optimization Framework NIPS 2015
Self Scaled Regularized Robust Regression CVPR 2015
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NIPS 2015
Constrained convex minimization via model-based excessive gap NIPS 2014
Orbit Regularization NIPS 2014
Open Problem: Tightness of maximum likelihood semidefinite relaxations COLT 2014
An Accelerated Proximal Coordinate Gradient Method NIPS 2014
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NIPS 2014