conftrace_

intensity function

19 papers

Explore in graph

Co-occurring keywords

point process (109) hawkes process (90) temporal point process (77) stochastic process (388) neural network (6616) maximum likelihood estimation (233) spatiotemporal point process (3) automatic integration (3) recurrent neural network (1790) gaussian process (1200)

Papers

Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025
Is Score Matching Suitable for Estimating Point Processes? NIPS 2024
Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families AAAI 2024
Automatic Integration for Spatiotemporal Neural Point Processes NIPS 2023
Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks NIPS 2023
Automatic Integration for Fast and Interpretable Neural Point Processes L4DC 2023
Inference for mark-censored temporal point processes UAI 2023
Neural Point Process for Learning Spatiotemporal Event Dynamics L4DC 2022
Interval-censored Hawkes processes JMLR 2022
Counterfactual Temporal Point Processes NIPS 2022
UNIPoint: Universally Approximating Point Processes Intensities AAAI 2021
Temporal Logic Point Processes ICML 2020
Hawkesian Graphical Event Models PGM 2020
Learning Positive Functions with Pseudo Mirror Descent NIPS 2019
Gaussian Process Modulated Cox Processes under Linear Inequality Constraints AISTATS 2019
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees NIPS 2019
Fully Neural Network based Model for General Temporal Point Processes NIPS 2019
Isotonic Hawkes Processes ICML 2016
Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models NIPS 2006