| Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction | May 14, 2019 | Feature ImportanceMortality Prediction | —Unverified | 0 |
| Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network | May 13, 2019 | PredictionStock Trend Prediction | —Unverified | 0 |
| Similarity Grouping-Guided Neural Network Modeling for Maritime Time Series Prediction | May 13, 2019 | PredictionTime Series | —Unverified | 0 |
| Prediction and outlier detection in classification problems | May 10, 2019 | ClassificationConformal Prediction | —Unverified | 0 |
| Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks | May 10, 2019 | Computational EfficiencyPrediction | —Unverified | 0 |
| Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network | May 10, 2019 | ArticlesPrediction | —Unverified | 0 |
| Time-Series Event Prediction with Evolutionary State Graph | May 10, 2019 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches | May 9, 2019 | BIG-bench Machine LearningFuture prediction | —Unverified | 0 |
| Modeling user context for valence prediction from narratives | May 9, 2019 | Prediction | —Unverified | 0 |
| Photometric Transformer Networks and Label Adjustment for Breast Density Prediction | May 8, 2019 | PredictionPseudo Label | —Unverified | 0 |
| Conformalized Quantile Regression | May 8, 2019 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care | May 7, 2019 | Decision Makingfeature selection | CodeCode Available | 0 |
| New Item Consumption Prediction Using Deep Learning | May 5, 2019 | Deep LearningPrediction | —Unverified | 0 |
| Conditional Generative Neural System for Probabilistic Trajectory Prediction | May 5, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Regression Equilibrium | May 4, 2019 | PAC learningPrediction | CodeCode Available | 0 |
| TriDepth: Triangular Patch-based Deep Depth Prediction | May 3, 2019 | 3D Scene ReconstructionDepth Estimation | —Unverified | 0 |
| Parity Models: A General Framework for Coding-Based Resilience in ML Inference | May 2, 2019 | BIG-bench Machine Learningimage-classification | —Unverified | 0 |
| Pretrained Transformers for Simple Question Answering | May 2, 2019 | Knowledge GraphsPrediction | —Unverified | 0 |
| Coordination and Trajectory Prediction for Vehicle Interactions via Bayesian Generative Modeling | May 2, 2019 | DiversityPrediction | —Unverified | 0 |
| On the smoothness of nonlinear system identification | May 2, 2019 | parameter estimationPrediction | CodeCode Available | 0 |
| Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter | May 1, 2019 | Prediction | CodeCode Available | 0 |
| Pearl: Prototype lEArning via Rule Lists | May 1, 2019 | Prediction | —Unverified | 0 |
| Improving Composition of Sentence Embeddings through the Lens of Statistical Relational Learning | May 1, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Sex-Prediction from Periocular Images across Multiple Sensors and Spectra | May 1, 2019 | ClassificationGender Classification | —Unverified | 0 |
| Using Ontologies To Improve Performance In Massively Multi-label Prediction | May 1, 2019 | Disease PredictionGeneral Classification | —Unverified | 0 |