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Papers (including subtopics)

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 Multiclass Algorithms for Complex Performance Measures ICML 2015 Context-Guided Diffusion for Label Propagation on Graphs ICCV 2015 Contextual Dueling Bandits COLT 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 of sub-sampled Newton methods NeurIPS 2015 Convex Optimization With Abstract Linear Operators ICCV 2015 Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015 Copeland Dueling Bandits NeurIPS 2015 Correlation Clustering with Noisy Partial Information COLT 2015 Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling NeurIPS 2015 Decomposition Bounds for Marginal MAP NeurIPS 2015 Deep learning with Elastic Averaging SGD NeurIPS 2015 Depth Map Estimation and Colorization of Anaglyph Images Using Local Color Prior and Reverse Intensity Distribution ICCV 2015 Depth Recovery From Light Field Using Focal Stack Symmetry ICCV 2015 Direct Structure Estimation for 3D Reconstruction CVPR 2015 DiSCO: Distributed Optimization for Self-Concordant Empirical Loss ICML 2015 Discrete Hyper-Graph Matching CVPR 2015 Discrete Optimization of Ray Potentials for Semantic 3D Reconstruction CVPR 2015 Discrete Tabu Search for Graph Matching ICCV 2015