Classification

Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NeurIPS 2015 Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NeurIPS 2015 Efficient Learning of Linear Separators under Bounded Noise COLT 2015 Efficient Non-greedy Optimization of Decision Trees NeurIPS 2015 Efficient Second-Order Gradient Boosting for Conditional Random Fields AISTATS 2015 Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures AISTATS 2015 Efficient Training of Structured SVMs via Soft Constraints AISTATS 2015 Embedding Inference for Structured Multilabel Prediction NeurIPS 2015 Encog: Library of Interchangeable Machine Learning Models for Java and C# JMLR 2015 Entropy-Based Latent Structured Output Prediction ICCV 2015 Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015 Estimating the accuracies of multiple classifiers without labeled data AISTATS 2015 Exemplar SVMs as Visual Feature Encoders CVPR 2015 Falling Rule Lists AISTATS 2015 Fast and Accurate Head Pose Estimation via Random Projection Forests ICCV 2015 Fast and Accurate Inference of Plackett–Luce Models NeurIPS 2015 Fast Classification Rates for High-dimensional Gaussian Generative Models NeurIPS 2015 Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks NeurIPS 2015 FASText: Efficient Unconstrained Scene Text Detector ICCV 2015 Feature-Budgeted Random Forest ICML 2015 Feature Selection for Linear SVM with Provable Guarantees AISTATS 2015 Filtered Feature Channels for Pedestrian Detection CVPR 2015 Fine-Grained Change Detection of Misaligned Scenes With Varied Illuminations ICCV 2015 Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture CVPR 2015 Fixed-point algorithms for learning determinantal point processes ICML 2015