| Towards Unsupervised Single-Channel Blind Source Separation using Adversarial Pair Unmix-and-Remix | Dec 14, 2018 | blind source separationregression | —Unverified | 0 |
| Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data | Dec 12, 2018 | DiagnosticNovelty Detection | CodeCode Available | 0 |
| Data-driven computing in elasticity via kernel regression | Dec 12, 2018 | regressionStress-Strain Relation | —Unverified | 0 |
| Variational Bayesian Weighted Complex Network Reconstruction | Dec 11, 2018 | regression | CodeCode Available | 0 |
| Data Strategies for Fleetwide Predictive Maintenance | Dec 11, 2018 | Feature Importanceregression | —Unverified | 0 |
| Closing the U.S. gender wage gap requires understanding its heterogeneity | Dec 11, 2018 | regression | —Unverified | 0 |
| Identification of Cancer -- Mesothelioma Disease Using Logistic Regression and Association Rule | Dec 11, 2018 | regression | —Unverified | 0 |
| Capturing Between-Tasks Covariance and Similarities Using Multivariate Linear Mixed Models | Dec 10, 2018 | regression | CodeCode Available | 0 |
| Time-lagged Ordered Lasso for network inference | Dec 10, 2018 | regression | —Unverified | 0 |
| Adversarial Attacks, Regression, and Numerical Stability Regularization | Dec 7, 2018 | regression | —Unverified | 0 |
| Rational function regression method for numerical analytic continuation | Dec 5, 2018 | regression | —Unverified | 0 |
| ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model | Dec 5, 2018 | Neural Network Compressionregression | CodeCode Available | 0 |
| Rational function regression method for numerical analytic continuation | Dec 5, 2018 | regression | —Unverified | 0 |
| Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI | Dec 4, 2018 | regression | —Unverified | 0 |
| Early Prediction of Course Grades: Models and Feature Selection | Dec 3, 2018 | feature selectionregression | —Unverified | 0 |
| Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability | Dec 3, 2018 | regressionTime Series | —Unverified | 0 |
| Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture | Dec 3, 2018 | Face AlignmentGeneral Classification | —Unverified | 0 |
| Predictive Approximate Bayesian Computation via Saddle Points | Dec 1, 2018 | Bayesian Inferenceregression | —Unverified | 0 |
| Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction | Dec 1, 2018 | Program inductionregression | —Unverified | 0 |
| Derivative Estimation in Random Design | Dec 1, 2018 | regression | —Unverified | 0 |
| MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization | Dec 1, 2018 | regression | —Unverified | 0 |
| Adversarial Multiple Source Domain Adaptation | Dec 1, 2018 | ClassificationDomain Adaptation | —Unverified | 0 |
| An Efficient Pruning Algorithm for Robust Isotonic Regression | Dec 1, 2018 | regression | —Unverified | 0 |
| Library Learning for Neurally-Guided Bayesian Program Induction | Dec 1, 2018 | Program inductionregression | —Unverified | 0 |
| Scalable Hyperparameter Transfer Learning | Dec 1, 2018 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| _1-regression with Heavy-tailed Distributions | Dec 1, 2018 | regression | —Unverified | 0 |
| Horizon-Independent Minimax Linear Regression | Dec 1, 2018 | regression | —Unverified | 0 |
| Trivia Score and Ranking Estimation Using Support Vector Regression and RankNet | Dec 1, 2018 | regression | —Unverified | 0 |
| Sketching Method for Large Scale Combinatorial Inference | Dec 1, 2018 | regression | —Unverified | 0 |
| Active Learning for Non-Parametric Regression Using Purely Random Trees | Dec 1, 2018 | Active LearningBinary Classification | CodeCode Available | 0 |
| Hierarchical Genetic Algorithms with evolving objective functions | Dec 1, 2018 | regression | —Unverified | 0 |
| An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression | Dec 1, 2018 | regression | —Unverified | 0 |
| Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling | Dec 1, 2018 | regression | CodeCode Available | 0 |
| Optimal Subsampling with Influence Functions | Dec 1, 2018 | regression | —Unverified | 0 |
| Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds | Dec 1, 2018 | Generalization Boundsregression | —Unverified | 0 |
| Sequential model aggregation for production forecasting | Nov 30, 2018 | modelProduction Forecasting | —Unverified | 0 |
| Deep Haar Scattering Networks in Pattern Recognition: A promising approach | Nov 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Optimized Skeleton-based Action Recognition via Sparsified Graph Regression | Nov 29, 2018 | Action Recognitiongraph construction | —Unverified | 0 |
| Regression and Classification by Zonal Kriging | Nov 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Regression by clustering using Metropolis-Hastings | Nov 29, 2018 | ClusteringDiagnostic | —Unverified | 0 |
| A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods | Nov 29, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Distribution Regression with Sample Selection, with an Application to Wage Decompositions in the UK | Nov 28, 2018 | regression | —Unverified | 0 |
| Simple Local Polynomial Density Estimators | Nov 28, 2018 | regression | CodeCode Available | 0 |
| Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression | Nov 27, 2018 | regression | —Unverified | 0 |
| Calibrating Uncertainties in Object Localization Task | Nov 27, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Generalizing semi-supervised generative adversarial networks to regression using feature contrasting | Nov 27, 2018 | Age EstimationCrowd Counting | —Unverified | 0 |
| Mixture of Regression Experts in fMRI Encoding | Nov 26, 2018 | Mixture-of-Expertsregression | —Unverified | 0 |
| Intersectionality: Multiple Group Fairness in Expectation Constraints | Nov 25, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Sparse PCA from Sparse Linear Regression | Nov 25, 2018 | regression | —Unverified | 0 |
| Heterogeneous structural breaks in panel data models | Nov 24, 2018 | regression | —Unverified | 0 |