convex optimization

Accelerated Mini-batch Randomized Block Coordinate Descent Method NeurIPS 2014 Accelerated Stochastic Gradient Method for Composite Regularization AISTATS 2014 A Convex Formulation for Mixed Regression with Two Components: Minimax Optimal Rates COLT 2014 A Differential Equation for Modeling Nesterov’s Accelerated Gradient Method: Theory and Insights NeurIPS 2014 An Accelerated Proximal Coordinate Gradient Method NeurIPS 2014 An Online Sparsity-Cognizant Loop-Closure Algorithm for Visual Navigation RSS 2014 A Novel M-Estimator for Robust PCA JMLR 2014 Approximating Hierarchical MV-sets for Hierarchical Clustering NeurIPS 2014 Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems NeurIPS 2014 Bregman Alternating Direction Method of Multipliers NeurIPS 2014 Clustering from Labels and Time-Varying Graphs NeurIPS 2014 Clustering Partially Observed Graphs via Convex Optimization JMLR 2014 Concavity of reweighted Kikuchi approximation NeurIPS 2014 Constrained convex minimization via model-based excessive gap NeurIPS 2014 Convex Deep Learning via Normalized Kernels NeurIPS 2014 Convex Optimization Procedure for Clustering: Theoretical Revisit NeurIPS 2014 Convex Total Least Squares ICML 2014 Convex vs Non-Convex Estimators for Regression and Sparse Estimation: the Mean Squared Error Properties of ARD and GLasso JMLR 2014 Decorrelated Vectorial Total Variation CVPR 2014 Decoupled Variational Gaussian Inference NeurIPS 2014 Deep Boosting ICML 2014 Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification CVPR 2014 Efficient Algorithms for Robust One-bit Compressive Sensing ICML 2014 Efficient Minimax Signal Detection on Graphs NeurIPS 2014 Efficient Optimization for Average Precision SVM NeurIPS 2014