| Deep Semi-Supervised Learning for Time Series Classification | Feb 6, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| FedMood: Federated Learning on Mobile Health Data for Mood Detection | Feb 6, 2021 | BIG-bench Machine LearningDepression Detection | CodeCode Available | 1 |
| NRTSI: Non-Recurrent Time Series Imputation | Feb 5, 2021 | ImputationTime Series | CodeCode Available | 1 |
| Uncertain Time Series Classification With Shapelet Transform | Feb 3, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification | Jan 31, 2021 | DiversityGeneral Classification | CodeCode Available | 1 |
| Adjusting for Autocorrelated Errors in Neural Networks for Time Series | Jan 28, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| A Review of Graph Neural Networks and Their Applications in Power Systems | Jan 25, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Multi-Time Attention Networks for Irregularly Sampled Time Series | Jan 25, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| Bayesian hierarchical stacking: Some models are (somewhere) useful | Jan 22, 2021 | Bayesian InferenceTime Series | CodeCode Available | 1 |
| Interpretable Models for Granger Causality Using Self-explaining Neural Networks | Jan 19, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
