| 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 |
| Scatter Matrix Concordance: A Diagnostic for Regressions on Subsets of Data | Jul 12, 2015 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Homotopy Continuation Approaches for Robust SV Classification and Regression | Jul 12, 2015 | ClassificationGeneral Classification | —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 |
| Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches | Jul 7, 2015 | Hyperspectral Unmixingregression | —Unverified | 0 |
| Developing Postfix-GP Framework for Symbolic Regression Problems | Jul 7, 2015 | regressionSymbolic Regression | —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 |
| Portfolio optimization using local linear regression ensembles in RapidMiner | Jun 29, 2015 | Portfolio Optimizationregression | —Unverified | 0 |
| Statistical Inference using the Morse-Smale Complex | Jun 29, 2015 | ClusteringDensity Estimation | CodeCode Available | 0 |
| Convolutional networks and learning invariant to homogeneous multiplicative scalings | Jun 26, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| AttentionNet: Aggregating Weak Directions for Accurate Object Detection | Jun 25, 2015 | General ClassificationHuman Detection | —Unverified | 0 |
| Objective Variables for Probabilistic Revenue Maximization in Second-Price Auctions with Reserve | Jun 24, 2015 | Decision Makingregression | —Unverified | 0 |
| GEFCOM 2014 - Probabilistic Electricity Price Forecasting | Jun 23, 2015 | regressionTime Series | —Unverified | 0 |
