| Manifold Topology Divergence: a Framework for Comparing Data Manifolds | Jun 8, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Deep Learning Statistical Arbitrage | Jun 8, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting | Jun 7, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Price graphs: Utilizing the structural information of financial time series for stock prediction | Jun 4, 2021 | Stock PredictionTime Series | CodeCode Available | 1 |
| Deep Switching State Space Model (DS^3M) for Nonlinear Time Series Forecasting with Regime Switching | Jun 4, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding | Jun 1, 2021 | ClusteringRepresentation Learning | CodeCode Available | 1 |
| Fast, Accurate and Interpretable Time Series Classification Through Randomization | May 31, 2021 | ClassificationTime Series | CodeCode Available | 1 |
| Generative Network-Based Reduced-Order Model for Prediction, Data Assimilation and Uncertainty Quantification | May 28, 2021 | EpidemiologyTime Series | CodeCode Available | 1 |
| Arbitrage-free neural-SDE market models | May 24, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Deep Learning-based Damage Mapping with InSAR Coherence Time Series | May 24, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
