Classification

Cost-sensitive Multiclass Classification Risk Bounds ICML 2013 Cost-Sensitive Tree of Classifiers ICML 2013 Coupling Alignments with Recognition for Still-to-Video Face Recognition ICCV 2013 Decision Jungles: Compact and Rich Models for Classification NeurIPS 2013 Decomposing Bag of Words Histograms ICCV 2013 Deep Fisher Networks for Large-Scale Image Classification NeurIPS 2013 Diagonal Orthant Multinomial Probit Models AISTATS 2013 Dictionary Learning from Ambiguously Labeled Data CVPR 2013 Direct 0-1 Loss Minimization and Margin Maximization with Boosting NeurIPS 2013 Directed Acyclic Graph Kernels for Action Recognition ICCV 2013 Discriminative Brain Effective Connectivity Analysis for Alzheimer's Disease: A Kernel Learning Approach upon Sparse Gaussian Bayesian Network CVPR 2013 Discriminatively Activated Sparselets ICML 2013 Discriminative Sub-categorization CVPR 2013 Discriminative Subspace Clustering CVPR 2013 Discriminative Transfer Learning with Tree-based Priors NeurIPS 2013 Distributed training of Large-scale Logistic models ICML 2013 Distribution-Dependent Sample Complexity of Large Margin Learning JMLR 2013 Dropout Training as Adaptive Regularization NeurIPS 2013 Dynamic Affine-Invariant Shape-Appearance Handshape Features and Classification in Sign Language Videos JMLR 2013 Dynamic Label Propagation for Semi-supervised Multi-class Multi-label Classification ICCV 2013 Dynamic Pooling for Complex Event Recognition ICCV 2013 Efficient Active Learning of Halfspaces: an Aggressive Approach ICML 2013 Efficient Active Learning of Halfspaces: An Aggressive Approach JMLR 2013 Efficient Large-Scale Structured Learning CVPR 2013 Efficient Multi-label Classification with Many Labels ICML 2013