Continuous Optimization

A Principled Approach for Coarse-to-Fine MAP Inference CVPR 2014 A Riemannian Framework for Matching Point Clouds Represented by the Schrodinger Distance Transform CVPR 2014 A statistical model for tensor PCA NeurIPS 2014 Asynchronous Distributed ADMM for Consensus Optimization ICML 2014 Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems NeurIPS 2014 Beyond the Regret Minimization Barrier: Optimal Algorithms for Stochastic Strongly-Convex Optimization JMLR 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 Coding for Random Projections ICML 2014 Coherent Matrix Completion ICML 2014 Compressed Counting Meets Compressed Sensing COLT 2014 Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NeurIPS 2014 Cone-Constrained Principal Component Analysis NeurIPS 2014 Constrained convex minimization via model-based excessive gap NeurIPS 2014 Control of Robotic Mobility-On-Demand Systems: a Queueing-Theoretical Perspective RSS 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 Coordinate-descent for learning orthogonal matrices through Givens rotations ICML 2014 Coresets for k-Segmentation of Streaming Data NeurIPS 2014 Coupled Group Lasso for Web-Scale CTR Prediction in Display Advertising ICML 2014 Cross-Scale Cost Aggregation for Stereo Matching CVPR 2014 Decorrelated Vectorial Total Variation CVPR 2014 Deformable Registration of Feature-Endowed Point Sets Based on Tensor Fields CVPR 2014