| A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes | Jan 8, 2025 | Point Processes | CodeCode Available | 2 |
| A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users | Jan 6, 2025 | Causal InferencePoint Processes | —Unverified | 0 |
| Deep Linear Hawkes Processes | Dec 27, 2024 | Point ProcessesState Space Models | —Unverified | 0 |
| Applying the maximum entropy principle to neural networks enhances multi-species distribution models | Dec 26, 2024 | Point Processes | —Unverified | 0 |
| Preventing Conflicting Gradients in Neural Marked Temporal Point Processes | Dec 11, 2024 | Point Processes | —Unverified | 0 |
| Limit Order Book Event Stream Prediction with Diffusion Model | Nov 27, 2024 | DenoisingPoint Processes | —Unverified | 0 |
| Unsupervised Event Outlier Detection in Continuous Time | Nov 25, 2024 | Anomaly DetectionData Augmentation | —Unverified | 0 |
| A Bayesian Mixture Model of Temporal Point Processes with Determinantal Point Process Prior | Nov 7, 2024 | ClusteringDiversity | —Unverified | 0 |
| Optimal Execution under Incomplete Information | Nov 7, 2024 | Point Processes | —Unverified | 0 |
| Integrating RIS into HAP Networks for Improved Connectivity | Nov 6, 2024 | Point Processes | —Unverified | 0 |
| Point processes with event time uncertainty | Nov 5, 2024 | Point Processes | —Unverified | 0 |
| Small coresets via negative dependence: DPPs, linear statistics, and concentration | Nov 1, 2024 | Point Processes | CodeCode Available | 0 |
| TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes | Oct 30, 2024 | Point Processes | CodeCode Available | 1 |
| Unlocking Point Processes through Point Set Diffusion | Oct 29, 2024 | Point Processes | —Unverified | 0 |
| Marked Temporal Bayesian Flow Point Processes | Oct 25, 2024 | Point Processes | —Unverified | 0 |
| Retrieval of Temporal Event Sequences from Textual Descriptions | Oct 17, 2024 | Point ProcessesRetrieval | CodeCode Available | 0 |
| 3D-Prover: Diversity Driven Theorem Proving With Determinantal Point Processes | Oct 14, 2024 | Automated Theorem ProvingDiversity | —Unverified | 0 |
| EventFlow: Forecasting Continuous-Time Event Data with Flow Matching | Oct 9, 2024 | Point Processes | —Unverified | 0 |
| Federated Neural Nonparametric Point Processes | Oct 8, 2024 | Point Processes | —Unverified | 0 |
| Is Score Matching Suitable for Estimating Point Processes? | Oct 5, 2024 | Point Processes | CodeCode Available | 0 |
| TPP-LLM: Modeling Temporal Point Processes by Efficiently Fine-Tuning Large Language Models | Oct 2, 2024 | Computational Efficiencyparameter-efficient fine-tuning | CodeCode Available | 1 |
| EarthquakeNPP: Benchmark Datasets for Earthquake Forecasting with Neural Point Processes | Sep 27, 2024 | BenchmarkingDataset Generation | —Unverified | 0 |
| Decomposable Transformer Point Processes | Sep 26, 2024 | Point Processes | —Unverified | 0 |
| On Your Mark, Get Set, Predict! Modeling Continuous-Time Dynamics of Cascades for Information Popularity Prediction | Sep 25, 2024 | MarketingPoint Processes | —Unverified | 0 |
| SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval | Sep 21, 2024 | DiversityPoint Processes | —Unverified | 0 |