convex optimization

A Universal Primal-Dual Convex Optimization Framework NeurIPS 2015 Causal Video Object Segmentation From Persistence of Occlusions CVPR 2015 COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution NeurIPS 2015 Communication Complexity of Distributed Convex Learning and Optimization NeurIPS 2015 Composite Self-Concordant Minimization JMLR 2015 Convergence rates of sub-sampled Newton methods NeurIPS 2015 Convex Formulation for Learning from Positive and Unlabeled Data ICML 2015 Convex Learning of Multiple Tasks and their Structure ICML 2015 Convex Multi-Task Learning by Clustering AISTATS 2015 Convex Optimization With Abstract Linear Operators ICCV 2015 Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015 Decomposition Bounds for Marginal MAP NeurIPS 2015 Efficient Compressive Phase Retrieval with Constrained Sensing Vectors NeurIPS 2015 Efficient Non-greedy Optimization of Decision Trees NeurIPS 2015 Entropy Minimization for Convex Relaxation Approaches ICCV 2015 Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015 Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets ICML 2015 Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NeurIPS 2015 Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015 Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NeurIPS 2015 Information-theoretic lower bounds for convex optimization with erroneous oracles NeurIPS 2015 Iterative and Active Graph Clustering Using Trace Norm Minimization Without Cluster Size Constraints JMLR 2015 Large-Scale Markov Decision Problems with KL Control Cost and its Application to Crowdsourcing ICML 2015 Learning Multiple Visual Tasks While Discovering Their Structure CVPR 2015 Online Learning for Adversaries with Memory: Price of Past Mistakes NeurIPS 2015