Classification

Sparse Activity and Sparse Connectivity in Supervised Learning JMLR 2013 Sparse Output Coding for Large-Scale Visual Recognition CVPR 2013 Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NeurIPS 2013 Sparse Uncorrelated Linear Discriminant Analysis ICML 2013 Sparsity-Based Generalization Bounds for Predictive Sparse Coding ICML 2013 Spoken Attributes: Mixing Binary and Relative Attributes to Say the Right Thing ICCV 2013 Squared-loss Mutual Information Regularization: A Novel Information-theoretic Approach to Semi-supervised Learning ICML 2013 Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization JMLR 2013 Structured Forests for Fast Edge Detection ICCV 2013 Structured Learning via Logistic Regression NeurIPS 2013 Subcategory-Aware Object Classification CVPR 2013 Supervised Binary Hash Code Learning with Jensen Shannon Divergence ICCV 2013 Supervised Kernel Descriptors for Visual Recognition CVPR 2013 Supervised Sequential Classification Under Budget Constraints AISTATS 2013 Surrogate Regret Bounds for the Area Under the ROC Curve via Strongly Proper Losses COLT 2013 SWIGS: A Swift Guided Sampling Method CVPR 2013 The Interestingness of Images ICCV 2013 The Most Generative Maximum Margin Bayesian Networks ICML 2013 The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification ICML 2013 The Rate of Convergence of AdaBoost JMLR 2013 The SVM-Minus Similarity Score for Video Face Recognition CVPR 2013 Top-down particle filtering for Bayesian decision trees ICML 2013 Top-Down Segmentation of Non-rigid Visual Objects Using Derivative-Based Search on Sparse Manifolds CVPR 2013 Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization CVPR 2013 Training Deformable Part Models with Decorrelated Features ICCV 2013