Classification

A Higher-Order CRF Model for Road Network Extraction CVPR 2013 A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables NeurIPS 2013 A Latent Source Model for Nonparametric Time Series Classification NeurIPS 2013 Algebraic classifiers: a generic approach to fast cross-validation, online training, and parallel training ICML 2013 Algorithms and Hardness Results for Parallel Large Margin Learning JMLR 2013 Algorithms for Direct 0–1 Loss Optimization in Binary Classification ICML 2013 Algorithms for Discovery of Multiple Markov Boundaries JMLR 2013 Alleviating Naive Bayes Attribute Independence Assumption by Attribute Weighting JMLR 2013 Alternating Decision Forests CVPR 2013 A Max-Margin Perspective on Sparse Representation-Based Classification ICCV 2013 A Max-Margin Riffled Independence Model for Image Tag Ranking CVPR 2013 A New Adaptive Segmental Matching Measure for Human Activity Recognition ICCV 2013 Anytime Representation Learning ICML 2013 A Plug-in Approach to Neyman-Pearson Classification JMLR 2013 A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013 Articulated Pose Estimation Using Discriminative Armlet Classifiers CVPR 2013 A Sentence Is Worth a Thousand Pixels CVPR 2013 A Statistical Model for Recreational Trails in Aerial Images CVPR 2013 A Structural SVM Based Approach for Optimizing Partial AUC ICML 2013 A Theory of Multiclass Boosting JMLR 2013 Auditing: Active Learning with Outcome-Dependent Query Costs NeurIPS 2013 Augmenting CRFs with Boltzmann Machine Shape Priors for Image Labeling CVPR 2013 Beyond Fano's Inequality: Bounds on the Optimal F-Score, BER, and Cost-Sensitive Risk and Their Implications JMLR 2013 BFO Meets HOG: Feature Extraction Based on Histograms of Oriented p.d.f. Gradients for Image Classification CVPR 2013 Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs CVPR 2013