| An Introductory Guide to Fano's Inequality with Applications in Statistical Estimation | Jan 2, 2019 | Density EstimationModel Selection | —Unverified | 0 |
| An Automatic Interaction Detection Hybrid Model for Bankcard Response Classification | Jan 2, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Morphological Network: How Far Can We Go with Morphological Neurons? | Jan 1, 2019 | Image ClassificationImage Dehazing | —Unverified | 0 |
| Determining Principal Component Cardinality through the Principle of Minimum Description Length | Dec 31, 2018 | Dimensionality ReductionModel Selection | —Unverified | 0 |
| On Cross-validation for Sparse Reduced Rank Regression | Dec 30, 2018 | regression | —Unverified | 0 |
| BOTDA Fiber Sensor System Based on FPGA Accelerated Support Vector Regression | Dec 29, 2018 | CPUregression | —Unverified | 0 |
| Autoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation | Dec 29, 2018 | ImputationMissing Values | —Unverified | 0 |
| A Descriptive Study of Variable Discretization and Cost-Sensitive Logistic Regression on Imbalanced Credit Data | Dec 28, 2018 | Descriptiveregression | —Unverified | 0 |
| Classification of radiology reports by modality and anatomy: A comparative study | Dec 27, 2018 | AnatomyGeneral Classification | —Unverified | 0 |
| The Clickbait Challenge 2017: Towards a Regression Model for Clickbait Strength | Dec 27, 2018 | Clickbait Detectionregression | —Unverified | 0 |
| BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees | Dec 26, 2018 | Decision Makingregression | —Unverified | 0 |
| Prediction of Industrial Process Parameters using Artificial Intelligence Algorithms | Dec 26, 2018 | Predictionregression | —Unverified | 0 |
| Neural networks versus Logistic regression for 30 days all-cause readmission prediction | Dec 22, 2018 | AllManagement | CodeCode Available | 0 |
| Many Average Partial Effects: with An Application to Text Regression | Dec 21, 2018 | regressionvalid | —Unverified | 0 |
| Primal path algorithm for compositional data analysis | Dec 21, 2018 | General Classificationregression | —Unverified | 0 |
| Reducing Sampling Ratios Improves Bagging in Sparse Regression | Dec 20, 2018 | regression | —Unverified | 0 |
| Estimating biomass migration parameters by analyzing the spatial behavior of the fishing fleet | Dec 19, 2018 | regression | —Unverified | 0 |
| Nonlinear demixed component analysis for neural population data as a low-rank kernel regression problem | Dec 19, 2018 | Dimensionality Reductionregression | CodeCode Available | 0 |
| A Novel Large-scale Ordinal Regression Model | Dec 19, 2018 | modelregression | —Unverified | 0 |
| Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews | Dec 19, 2018 | ClusteringCollaborative Filtering | CodeCode Available | 0 |
| Statistical learning of geometric characteristics of wireless networks | Dec 19, 2018 | Point Processesregression | —Unverified | 0 |
| A Novel Variational Autoencoder with Applications to Generative Modelling, Classification, and Ordinal Regression | Dec 18, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| An Improved Deep Belief Network Model for Road Safety Analyses | Dec 17, 2018 | Predictionregression | —Unverified | 0 |
| Taking a Deeper Look at the Inverse Compositional Algorithm | Dec 17, 2018 | Motion Estimationregression | CodeCode Available | 1 |
| Linking Gaussian Process regression with data-driven manifold embeddings for nonlinear data fusion | Dec 16, 2018 | Gaussian Processesregression | —Unverified | 0 |
