Mathematics & Optimization

Column Subset Selection with Missing Data via Active Sampling AISTATS 2015 Combinatorial Bandits Revisited NeurIPS 2015 Combined l1 and Greedy l0 Penalized Least Squares for Linear Model Selection JMLR 2015 Communication Complexity of Distributed Convex Learning and Optimization NeurIPS 2015 Community Detection Using Time-Dependent Personalized PageRank ICML 2015 Community Detection via Measure Space Embedding NeurIPS 2015 Competing with the Empirical Risk Minimizer in a Single Pass COLT 2015 Competitive Distribution Estimation: Why is Good-Turing Good NeurIPS 2015 Complete Dictionary Recovery Using Nonconvex Optimization ICML 2015 Completing Any Low-rank Matrix, Provably JMLR 2015 Composite Self-Concordant Minimization JMLR 2015 Computational Complexity of Linear Large Margin Classification With Ramp Loss AISTATS 2015 Computational Lower Bounds for Community Detection on Random Graphs COLT 2015 Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015 Consistent estimation of dynamic and multi-layer block models ICML 2015 Consistent Multiclass Algorithms for Complex Performance Measures ICML 2015 Context-Guided Diffusion for Label Propagation on Graphs ICCV 2015 Contextual Dueling Bandits COLT 2015 Continuous Visibility Feature CVPR 2015 Contour Guided Hierarchical Model for Shape Matching ICCV 2015 Convergence Analysis of Prediction Markets via Randomized Subspace Descent NeurIPS 2015 Convergence rate of Bayesian tensor estimator and its minimax optimality ICML 2015 Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis JMLR 2015 Convergence rates of sub-sampled Newton methods NeurIPS 2015 Convex Optimization With Abstract Linear Operators ICCV 2015