Classification

Making the Most of Bag of Words: Sentence Regularization with Alternating Direction Method of Multipliers ICML 2014 Marginal Structured SVM with Hidden Variables ICML 2014 Margins, Kernels and Non-linear Smoothed Perceptrons ICML 2014 Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis CVPR 2014 Maximum Margin Multiclass Nearest Neighbors ICML 2014 Max-Margin Boltzmann Machines for Object Segmentation CVPR 2014 Max-Margin Infinite Hidden Markov Models ICML 2014 Median Selection Subset Aggregation for Parallel Inference NeurIPS 2014 Merging SVMs with Linear Discriminant Analysis: A Combined Model CVPR 2014 Mind the Nuisance: Gaussian Process Classification using Privileged Noise NeurIPS 2014 Mondrian Forests: Efficient Online Random Forests NeurIPS 2014 Multi-Class Deep Boosting NeurIPS 2014 Multi-Forest Tracker: A Chameleon in Tracking CVPR 2014 Multi-label Classification via Feature-aware Implicit Label Space Encoding ICML 2014 Multilabel Ranking with Inconsistent Rankers CVPR 2014 Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks NeurIPS 2014 Multiple Testing under Dependence via Semiparametric Graphical Models ICML 2014 Multi-Resolution Cascades for Multiclass Object Detection NeurIPS 2014 Multiscale Centerline Detection by Learning a Scale-Space Distance Transform CVPR 2014 Narrowing the Gap: Random Forests In Theory and In Practice ICML 2014 Near-Optimally Teaching the Crowd to Classify ICML 2014 Near-optimal sample compression for nearest neighbors NeurIPS 2014 Neural Decision Forests for Semantic Image Labelling CVPR 2014 New Results for Random Walk Learning JMLR 2014 Nonlinear Information-Theoretic Compressive Measurement Design ICML 2014