| An Analysis of Active Learning With Uniform Feature Noise | May 15, 2015 | Active LearningBinary Classification | —Unverified | 0 |
| Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics | May 7, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Convolutional Neural Network for Paraphrase Identification | May 1, 2015 | ARCBinary Classification | CodeCode Available | 0 |
| Surrogate regret bounds for generalized classification performance metrics | Apr 27, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Exploring Lexical, Syntactic, and Semantic Features for Chinese Textual Entailment in NTCIR RITE Evaluation Tasks | Apr 8, 2015 | Binary Classificationnamed-entity-recognition | —Unverified | 0 |
| Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm | Mar 28, 2015 | Binary ClassificationLearning Theory | —Unverified | 0 |
| Active Model Aggregation via Stochastic Mirror Descent | Mar 28, 2015 | Active LearningBinary Classification | —Unverified | 0 |
| Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients | Mar 26, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation | Mar 12, 2015 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Optimally Combining Classifiers Using Unlabeled Data | Mar 5, 2015 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| On the Predictive Properties of Binary Link Functions | Feb 16, 2015 | Binary Classification | —Unverified | 0 |
| Learning Invariants using Decision Trees | Jan 20, 2015 | Binary Classification | —Unverified | 0 |
| Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss | Jan 1, 2015 | Binary ClassificationDistributed Computing | —Unverified | 0 |
| Exploring Sparsity in Multi-class Linear Discriminant Analysis | Dec 26, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Empirically Estimable Classification Bounds Based on a New Divergence Measure | Dec 19, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm | Dec 18, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews | Dec 17, 2014 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Accurate Streaming Support Vector Machines | Dec 8, 2014 | Binary Classification | —Unverified | 0 |
| Consistent optimization of AMS by logistic loss minimization | Dec 5, 2014 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Large-Margin Convex Polytope Machine | Dec 1, 2014 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Consistent Binary Classification with Generalized Performance Metrics | Dec 1, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Learning Multiple Tasks in Parallel with a Shared Annotator | Dec 1, 2014 | Binary ClassificationDocument Classification | —Unverified | 0 |
| Ranking via Robust Binary Classification | Dec 1, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Extended and Unscented Gaussian Processes | Dec 1, 2014 | Binary ClassificationGaussian Processes | —Unverified | 0 |
| Robust Classification Under Sample Selection Bias | Dec 1, 2014 | Binary ClassificationClassification | —Unverified | 0 |
