| Real-time 2D/3D Registration via CNN Regression | Jul 27, 2015 | Computational Efficiencyregression | —Unverified | 0 |
| Online Censoring for Large-Scale Regressions with Application to Streaming Big Data | Jul 27, 2015 | Dimensionality Reductionregression | —Unverified | 0 |
| Optimal Learning Rates for Localized SVMs | Jul 23, 2015 | regression | —Unverified | 0 |
| A statistical perspective of sampling scores for linear regression | Jul 21, 2015 | regression | —Unverified | 0 |
| Rule Of Thumb: Deep derotation for improved fingertip detection | Jul 21, 2015 | Fingertip DetectionGeneral Classification | —Unverified | 0 |
| Linear Inverse Problems with Norm and Sparsity Constraints | Jul 20, 2015 | Combinatorial Optimizationregression | —Unverified | 0 |
| Canonical Correlation Forests | Jul 20, 2015 | General Classificationregression | CodeCode Available | 0 |
| Fast Sparse Least-Squares Regression with Non-Asymptotic Guarantees | Jul 18, 2015 | regression | —Unverified | 0 |
| The Mondrian Process for Machine Learning | Jul 18, 2015 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| FRULER: Fuzzy Rule Learning through Evolution for Regression | Jul 17, 2015 | regression | —Unverified | 0 |
| Recursive Sparse Point Process Regression with Application to Spectrotemporal Receptive Field Plasticity Analysis | Jul 16, 2015 | compressed sensingregression | —Unverified | 0 |
| An SVM-like Approach for Expectile Regression | Jul 14, 2015 | regression | —Unverified | 0 |
| Homotopy Continuation Approaches for Robust SV Classification and Regression | Jul 12, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Scatter Matrix Concordance: A Diagnostic for Regressions on Subsets of Data | Jul 12, 2015 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Best Subset Selection via a Modern Optimization Lens | Jul 11, 2015 | regressionSparse Learning | —Unverified | 0 |
| High-Dimensional Asymptotics of Prediction: Ridge Regression and Classification | Jul 10, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Intrinsic Non-stationary Covariance Function for Climate Modeling | Jul 9, 2015 | regression | —Unverified | 0 |
| Differentially Private Ordinary Least Squares | Jul 9, 2015 | Attributeregression | —Unverified | 0 |
| Optimal approximate matrix product in terms of stable rank | Jul 8, 2015 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Developing Postfix-GP Framework for Symbolic Regression Problems | Jul 7, 2015 | regressionSymbolic Regression | —Unverified | 0 |
| Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches | Jul 7, 2015 | Hyperspectral Unmixingregression | —Unverified | 0 |
| Convex Factorization Machine for Regression | Jul 4, 2015 | regression | CodeCode Available | 0 |
| Ridge Regression, Hubness, and Zero-Shot Learning | Jul 3, 2015 | regressionZero-Shot Learning | —Unverified | 0 |
| Fast, Provable Algorithms for Isotonic Regression in all _p-norms | Jul 2, 2015 | Allregression | CodeCode Available | 0 |
| Non-Linear Text Regression with a Deep Convolutional Neural Network | Jul 1, 2015 | Feature EngineeringLanguage Modelling | —Unverified | 0 |
