| Fusion Moves for Correlation Clustering | Jun 1, 2015 | ClusteringImage Segmentation | CodeCode Available | 0 |
| A Logic of Knowing How | May 25, 2015 | Philosophyvalid | —Unverified | 0 |
| Direct Variational Perspective Shape from Shading with Cartesian Depth Parametrisation | May 22, 2015 | valid | —Unverified | 0 |
| Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes | May 19, 2015 | Gaussian Processesvalid | —Unverified | 0 |
| Genome-scale estimate of the metabolic turnover of E. Coli from the energy balance analysis | May 18, 2015 | valid | —Unverified | 0 |
| Validity conditions for moment closure approximations in stochastic chemical kinetics | May 13, 2015 | valid | —Unverified | 0 |
| On the Feasibility of Distributed Kernel Regression for Big Data | May 5, 2015 | regressionvalid | —Unverified | 0 |
| Mining Measured Information from Text | May 5, 2015 | valid | —Unverified | 0 |
| Order-Revealing Encryption and the Hardness of Private Learning | May 3, 2015 | PAC learningvalid | —Unverified | 0 |
| Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure | May 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Valid auto-models for spatially autocorrelated occupancy and abundance data | Apr 30, 2015 | regressionvalid | —Unverified | 0 |
| Counterintuitive properties of the fixation time in network-structured populations | Apr 22, 2015 | valid | —Unverified | 0 |
| Learning of Behavior Trees for Autonomous Agents | Apr 22, 2015 | valid | —Unverified | 0 |
| Bayesian Clustering of Shapes of Curves | Apr 1, 2015 | Clusteringvalid | CodeCode Available | 0 |
| Fixation in large populations: a continuous view of a discrete problem | Mar 29, 2015 | valid | —Unverified | 0 |
| 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 |
