| Machine learning based hyperspectral image analysis: A survey | Feb 23, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Iterate averaging as regularization for stochastic gradient descent | Feb 22, 2018 | regression | —Unverified | 0 |
| Characterizing Implicit Bias in Terms of Optimization Geometry | Feb 22, 2018 | General Classificationregression | —Unverified | 0 |
| Using Data Mining to Predict Hospital Admissions From the Emergency Department | Feb 22, 2018 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Learning Integral Representations of Gaussian Processes | Feb 21, 2018 | Dimensionality ReductionGaussian Processes | CodeCode Available | 0 |
| Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic Regression, Sigmoid and more | Feb 21, 2018 | regression | —Unverified | 0 |
| Spatial Morphing Kernel Regression For Feature Interpolation | Feb 21, 2018 | Action DetectionActivity Detection | —Unverified | 0 |
| High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach | Feb 20, 2018 | FormPrediction Intervals | CodeCode Available | 0 |
| Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression | Feb 20, 2018 | LEMMAPrediction | —Unverified | 0 |
| Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases | Feb 19, 2018 | Multi-Task Learningregression | CodeCode Available | 0 |
| Robust Estimation via Robust Gradient Estimation | Feb 19, 2018 | regression | —Unverified | 0 |
| Analysis of cause-effect inference by comparing regression errors | Feb 19, 2018 | Causal Inferenceregression | —Unverified | 0 |
| Leveraged volume sampling for linear regression | Feb 19, 2018 | Point Processesregression | —Unverified | 0 |
| On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization | Feb 19, 2018 | regression | —Unverified | 0 |
| Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment | Feb 19, 2018 | Face AlignmentGeneral Classification | —Unverified | 0 |
| Nonparametric Testing under Random Projection | Feb 17, 2018 | regression | —Unverified | 0 |
| 3D Regression Neural Network for the Quantification of Enlarged Perivascular Spaces in Brain MRI | Feb 16, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Gradient Boosting With Piece-Wise Linear Regression Trees | Feb 15, 2018 | Ensemble Learningregression | CodeCode Available | 0 |
| Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution Forests | Feb 15, 2018 | Image Super-Resolutionregression | CodeCode Available | 0 |
| Stealing Hyperparameters in Machine Learning | Feb 14, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Efficient Exploration through Bayesian Deep Q-Networks | Feb 13, 2018 | Atari GamesEfficient Exploration | CodeCode Available | 0 |
| State Space Gaussian Processes with Non-Gaussian Likelihood | Feb 13, 2018 | Gaussian Processesregression | —Unverified | 0 |
| Robust and Sparse Regression in GLM by Stochastic Optimization | Feb 9, 2018 | regressionStochastic Optimization | —Unverified | 0 |
| Large Scale Constrained Linear Regression Revisited: Faster Algorithms via Preconditioning | Feb 9, 2018 | regression | CodeCode Available | 0 |
| Full-Frame Scene Coordinate Regression for Image-Based Localization | Feb 9, 2018 | Camera RelocalizationData Augmentation | —Unverified | 0 |