| Modeling Concordances of Company's Investment Directions With Its Market Attraction | Sep 13, 2015 | regression | —Unverified | 0 |
| Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees | Sep 10, 2015 | ClusteringGraph Clustering | —Unverified | 0 |
| An Epsilon Hierarchical Fuzzy Twin Support Vector Regression | Sep 10, 2015 | regression | —Unverified | 0 |
| Fast Second-Order Stochastic Backpropagation for Variational Inference | Sep 9, 2015 | regressionVariational Inference | —Unverified | 0 |
| Semismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression | Sep 9, 2015 | quantile regressionregression | —Unverified | 0 |
| Empirical risk minimization is consistent with the mean absolute percentage error | Sep 8, 2015 | regression | —Unverified | 0 |
| A Variational Bayesian State-Space Approach to Online Passive-Aggressive Regression | Sep 8, 2015 | General Classificationregression | —Unverified | 0 |
| Poisson Subsampling Algorithms for Large Sample Linear Regression in Massive Data | Sep 7, 2015 | regression | —Unverified | 0 |
| Theoretical and Experimental Analyses of Tensor-Based Regression and Classification | Sep 6, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| l1-norm Penalized Orthogonal Forward Regression | Sep 4, 2015 | regression | —Unverified | 0 |
| Online Supervised Subspace Tracking | Sep 1, 2015 | Dimensionality Reductionregression | —Unverified | 0 |
| Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression | Sep 1, 2015 | Automated Essay ScoringDomain Adaptation | —Unverified | 0 |
| Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment | Sep 1, 2015 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| X-TREPAN: a multi class regression and adapted extraction of comprehensible decision tree in artificial neural networks | Aug 30, 2015 | General Classificationregression | —Unverified | 0 |
| A Comparison Between Decision Trees and Decision Tree Forest Models for Software Development Effort Estimation | Aug 28, 2015 | regression | —Unverified | 0 |
| Designating market maker behaviour in Limit Order Book markets | Aug 18, 2015 | regression | —Unverified | 0 |
| Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo | Aug 18, 2015 | GPRregression | CodeCode Available | 0 |
| RCR: Robust Compound Regression for Robust Estimation of Errors-in-Variables Model | Aug 12, 2015 | regression | CodeCode Available | 0 |
| Bayesian Dropout | Aug 12, 2015 | regression | —Unverified | 0 |
| Model-based SIR for dimension reduction | Aug 10, 2015 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Primal-Dual Active-Set Methods for Isotonic Regression and Trend Filtering | Aug 10, 2015 | regression | —Unverified | 0 |
| The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization | Aug 8, 2015 | regressionVariable Selection | —Unverified | 0 |
| Bayesian Approximate Kernel Regression with Variable Selection | Aug 5, 2015 | Binary Classificationregression | CodeCode Available | 0 |
| Bayesian mixtures of spatial spline regressions | Aug 4, 2015 | ClusteringDensity Estimation | —Unverified | 0 |
| Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian | Jul 28, 2015 | Domain Adaptationregression | —Unverified | 0 |
| 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 |