| Selective Sequential Model Selection | Dec 8, 2015 | modelModel Selection | —Unverified | 0 |
| The Teaching Dimension of Linear Learners | Dec 7, 2015 | regression | —Unverified | 0 |
| Similarity Learning via Adaptive Regression and Its Application to Image Retrieval | Dec 6, 2015 | Image RetrievalMetric Learning | —Unverified | 0 |
| Staple: Complementary Learners for Real-Time Tracking | Dec 4, 2015 | regressionVideo Object Tracking | CodeCode Available | 0 |
| Kalman-based Stochastic Gradient Method with Stop Condition and Insensitivity to Conditioning | Dec 3, 2015 | regression | —Unverified | 0 |
| Continuous Pose Estimation With a Spatial Ensemble of Fisher Regressors | Dec 1, 2015 | Pose Estimationregression | —Unverified | 0 |
| b-bit Marginal Regression | Dec 1, 2015 | Quantizationregression | —Unverified | 0 |
| Subset Selection by Pareto Optimization | Dec 1, 2015 | Dictionary Learningfeature selection | —Unverified | 0 |
| Leveraging Datasets With Varying Annotations for Face Alignment via Deep Regression Network | Dec 1, 2015 | AllFace Alignment | —Unverified | 0 |
| Fast Second Order Stochastic Backpropagation for Variational Inference | Dec 1, 2015 | regressionVariational Inference | —Unverified | 0 |
| Alternating Minimization for Regression Problems with Vector-valued Outputs | Dec 1, 2015 | regression | —Unverified | 0 |
| The One Triangle Three Parallelograms Sampling Strategy and Its Application in Shape Regression | Dec 1, 2015 | regression | —Unverified | 0 |
| Fast Rates for Exp-concave Empirical Risk Minimization | Dec 1, 2015 | regressionStochastic Optimization | —Unverified | 0 |
| Fast Randomized Kernel Ridge Regression with Statistical Guarantees | Dec 1, 2015 | regression | —Unverified | 0 |
| Fast, Provable Algorithms for Isotonic Regression in all L_p-norms | Dec 1, 2015 | Allregression | CodeCode Available | 0 |
| Hierarchical Higher-Order Regression Forest Fields: An Application to 3D Indoor Scene Labelling | Dec 1, 2015 | regressionSemantic Segmentation | —Unverified | 0 |
| Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data | Dec 1, 2015 | General Classificationregression | CodeCode Available | 0 |
| Scalable Inference for Gaussian Process Models with Black-Box Likelihoods | Dec 1, 2015 | General Classificationregression | —Unverified | 0 |
| Convergence rates of sub-sampled Newton methods | Dec 1, 2015 | Active LearningBinary Classification | —Unverified | 0 |
| Conditioned Regression Models for Non-Blind Single Image Super-Resolution | Dec 1, 2015 | Image Super-Resolutionregression | —Unverified | 0 |
| TRIC-track: Tracking by Regression With Incrementally Learned Cascades | Dec 1, 2015 | Incremental Learningregression | —Unverified | 0 |
| Logistic Regression for Automatic Lexical Level Morphological Paradigm Selection for Konkani Nouns | Dec 1, 2015 | Machine TranslationMorphological Analysis | —Unverified | 0 |
| Fast Classification Rates for High-dimensional Gaussian Generative Models | Dec 1, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Multiple-Instance Learning: Radon-Nikodym Approach to Distribution Regression Problem | Nov 29, 2015 | Multiple Instance Learningregression | —Unverified | 0 |
| Learning Directed Acyclic Graphs with Penalized Neighbourhood Regression | Nov 29, 2015 | regression | CodeCode Available | 0 |
