| Instance Ranking and Numerosity Reduction Using Matrix Decomposition and Subspace Learning | Apr 24, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Kernel Mean Embedding of Instance-wise Predictions in Multiple Instance Regression | Apr 24, 2019 | regression | CodeCode Available | 0 |
| Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning | Apr 24, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Horseshoe Regularization for Machine Learning in Complex and Deep Models | Apr 24, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Simultaneous regression and feature learning for facial landmarking | Apr 24, 2019 | AttributeFace Alignment | —Unverified | 0 |
| Crop yield probability density forecasting via quantile random forest and Epanechnikov Kernel function | Apr 23, 2019 | Decision MakingDensity Estimation | —Unverified | 0 |
| A new Edge Detector Based on Parametric Surface Model: Regression Surface Descriptor | Apr 23, 2019 | Edge Detectionregression | —Unverified | 0 |
| Regression-Enhanced Random Forests | Apr 23, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Explaining a prediction in some nonlinear models | Apr 21, 2019 | General ClassificationPrediction | —Unverified | 0 |
| Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series | Apr 21, 2019 | Gaussian Processesregression | —Unverified | 0 |
| Gaussian Process Regression and Classification under Mathematical Constraints with Learning Guarantees | Apr 21, 2019 | FormGeneral Classification | —Unverified | 0 |
| DeepMoD: Deep learning for Model Discovery in noisy data | Apr 20, 2019 | Deep LearningModel Discovery | CodeCode Available | 1 |
| Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild | Apr 19, 2019 | 3D Face Alignment3D Facial Landmark Localization | CodeCode Available | 0 |
| Visualizing the decision-making process in deep neural decision forest | Apr 19, 2019 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes | Apr 19, 2019 | Meta-Learningregression | —Unverified | 0 |
| Unifying Question Answering, Text Classification, and Regression via Span Extraction | Apr 19, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data | Apr 19, 2019 | regression | —Unverified | 0 |
| Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models | Apr 19, 2019 | regression | CodeCode Available | 0 |
| Automated Focal Loss for Image based Object Detection | Apr 19, 2019 | Objectobject-detection | —Unverified | 0 |
| Ridge regularization for Mean Squared Error Reduction in Regression with Weak Instruments | Apr 18, 2019 | regression | —Unverified | 0 |
| On Low-rank Trace Regression under General Sampling Distribution | Apr 18, 2019 | Matrix CompletionMulti-Task Learning | CodeCode Available | 0 |
| Memory-Sample Tradeoffs for Linear Regression with Small Error | Apr 18, 2019 | regression | —Unverified | 0 |
| Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks | Apr 17, 2019 | Direction of Arrival EstimationGeneral Classification | CodeCode Available | 0 |
| Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data | Apr 16, 2019 | regression | —Unverified | 0 |
| Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression | Apr 16, 2019 | Face Alignmentregression | CodeCode Available | 1 |
