| XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications | Feb 3, 2024 | Point Processes | CodeCode Available | 0 |
| Self-Supervised Contrastive Pre-Training for Multivariate Point Processes | Feb 1, 2024 | Point ProcessesRepresentation Learning | —Unverified | 0 |
| Cumulative Distribution Function based General Temporal Point Processes | Feb 1, 2024 | Information RetrievalPoint Processes | —Unverified | 0 |
| Meta-Learning for Neural Network-based Temporal Point Processes | Jan 29, 2024 | Meta-LearningPoint Processes | —Unverified | 0 |
| Fast parallel sampling under isoperimetry | Jan 17, 2024 | Point Processes | —Unverified | 0 |
| Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processes | Jan 9, 2024 | Conformal PredictionPoint Processes | CodeCode Available | 0 |
| Predicting Future States with Spatial Point Processes in Single Molecule Resolution Spatial Transcriptomics | Jan 4, 2024 | Point Processesregression | —Unverified | 0 |
| A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs | Dec 26, 2023 | Point Processes | —Unverified | 0 |
| Probabilistic Modeling for Sequences of Sets in Continuous-Time | Dec 22, 2023 | Model SelectionPoint Processes | CodeCode Available | 0 |
| Hawkes-based cryptocurrency forecasting via Limit Order Book data | Dec 21, 2023 | Point ProcessesTime Series | —Unverified | 0 |
