| Turbocharging Gaussian Process Inference with Approximate Sketch-and-Project | May 19, 2025 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Evaluating Uncertainty in Deep Gaussian Processes | Apr 24, 2025 | Gaussian ProcessesPoint Processes | CodeCode Available | 0 |
| Interpretable Hybrid-Rule Temporal Point Processes | Apr 15, 2025 | Bayesian OptimizationMedical Diagnosis | —Unverified | 0 |
| Filtering through a topological lens: homology for point processes on the time-frequency plane | Apr 10, 2025 | Point ProcessesTopological Data Analysis | —Unverified | 0 |
| Deep spatio-temporal point processes: Advances and new directions | Apr 8, 2025 | EpidemiologyPoint Processes | —Unverified | 0 |
| A stochastic volatility approximation for a tick-by-tick price model with mean-field interaction | Apr 4, 2025 | Point Processes | —Unverified | 0 |
| Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks | Apr 1, 2025 | Computational EfficiencyEpidemiology | —Unverified | 0 |
| Learning Structure-enhanced Temporal Point Processes with Gromov-Wasserstein Regularization | Mar 29, 2025 | ClusteringPoint Processes | —Unverified | 0 |
| Whenever, Wherever: Towards Orchestrating Crowd Simulations with Spatio-Temporal Spawn Dynamics | Mar 20, 2025 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Stochastic Geometry for Modeling and Analysis of Sensing and Communications: A Survey | Mar 12, 2025 | ArticlesISAC | —Unverified | 0 |