| Unfolding recurrence by Green’s functions for optimized reservoir computing | Dec 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Causal analysis of Covid-19 Spread in Germany | Dec 1, 2020 | feature selectionTime Series | —Unverified | 0 |
| Normalizing Kalman Filters for Multivariate Time Series Analysis | Dec 1, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Probabilistic Time Series Forecasting with Shape and Temporal Diversity | Dec 1, 2020 | DiversityPoint Processes | CodeCode Available | 1 |
| What went wrong and when?\\ Instance-wise feature importance for time-series black-box models | Dec 1, 2020 | counterfactualFeature Importance | —Unverified | 0 |
| A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series | Nov 30, 2020 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| AGNet: Weighing Black Holes with Machine Learning | Nov 30, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 |
| Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding | Nov 28, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| An Equilibrium Model for the Cross-Section of Liquidity Premia | Nov 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nowcasting Networks | Nov 27, 2020 | Outlier DetectionTime Series | CodeCode Available | 0 |
| Self-Supervised Time Series Representation Learning by Inter-Intra Relational Reasoning | Nov 27, 2020 | RelationRelational Reasoning | CodeCode Available | 1 |
| Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches | Nov 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| 4D Human Body Capture from Egocentric Video via 3D Scene Grounding | Nov 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploring grid topology reconfiguration using a simple deep reinforcement learning approach | Nov 26, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Explainable Tensorized Neural Ordinary Differential Equations forArbitrary-step Time Series Prediction | Nov 26, 2020 | PredictionTime Series | CodeCode Available | 0 |
| An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space | Nov 26, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Unsupervised learning for economic risk evaluation in the context of Covid-19 pandemic | Nov 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Early Detection of Thermoacoustic Instabilities in a Cryogenic Rocket Thrust Chamber using Combustion Noise Features and Machine Learning | Nov 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Feature space approximation for kernel-based supervised learning | Nov 25, 2020 | regressionTime Series | CodeCode Available | 0 |
| Deep Sequence Learning for Accurate Gestational Age Estimation from a \$25 Doppler Device | Nov 24, 2020 | Age EstimationTime Series | —Unverified | 0 |
| Asymmetric excitation of left- and right-tail extreme events probed using a Hawkes model: application to financial returns | Nov 24, 2020 | AttributeTime Series | —Unverified | 0 |
| Gaussian Processes for Traffic Speed Prediction at Different Aggregation Levels | Nov 24, 2020 | Gaussian ProcessesManagement | —Unverified | 0 |
| A Non-linear Function-on-Function Model for Regression with Time Series Data | Nov 24, 2020 | regressionTime Series | —Unverified | 0 |
| RTFN: A Robust Temporal Feature Network for Time Series Classification | Nov 24, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning | Nov 24, 2020 | ManagementTime Series | CodeCode Available | 1 |
