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| Individualized Dynamic Latent Factor Model for Multi-resolutional Data with Application to Mobile Health | Nov 21, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Two-Stage Aggregation with Dynamic Local Attention for Irregular Time Series | Nov 13, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Time-Parameterized Convolutional Neural Networks for Irregularly Sampled Time Series | Aug 6, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Continuous Time Evidential Distributions for Irregular Time Series | Jul 25, 2023 | Irregular Time SeriesTime Series | CodeCode Available | 0 |
| Ortho-ODE: Enhancing Robustness and of Neural ODEs against Adversarial Attacks | May 16, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Hawkes Process Based on Controlled Differential Equations | May 9, 2023 | Irregular Time SeriesPoint Processes | CodeCode Available | 0 |
| It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting | Mar 23, 2023 | AllGraph Neural Network | —Unverified | 0 |
| Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders | Mar 4, 2023 | Causal InferenceIrregular Time Series | —Unverified | 0 |
| Estimating Treatment Effects in Continuous Time with Hidden Confounders | Feb 19, 2023 | Causal InferenceDecision Making | —Unverified | 0 |
