| Convergence radius and sample complexity of ITKM algorithms for dictionary learning | Mar 24, 2015 | Dictionary Learningvalid | CodeCode Available | 0 |
| On Lower and Upper Bounds for Smooth and Strongly Convex Optimization Problems | Mar 23, 2015 | valid | —Unverified | 0 |
| Adaptive Concentration of Regression Trees, with Application to Random Forests | Mar 22, 2015 | Model Selectionregression | CodeCode Available | 0 |
| On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions | Feb 24, 2015 | valid | —Unverified | 0 |
| Newton-based maximum likelihood estimation in nonlinear state space models | Feb 12, 2015 | parameter estimationState Space Models | CodeCode Available | 0 |
| An Extreme-Value Approach for Testing the Equality of Large U-Statistic Based Correlation Matrices | Feb 11, 2015 | valid | —Unverified | 0 |
| Functional Gaussian Process Model for Bayesian Nonparametric Analysis | Feb 10, 2015 | Clusteringmodel | —Unverified | 0 |
| Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection | Feb 3, 2015 | Object Recognitionvalid | —Unverified | 0 |
| Iterated Support Vector Machines for Distance Metric Learning | Feb 2, 2015 | ClassificationFace Verification | —Unverified | 0 |
| User Clustering in Online Advertising via Topic Models | Jan 26, 2015 | ClusteringTopic Models | —Unverified | 0 |
