A neural network based model for multi-dimensional nonlinear Hawkes
processesJournal of Computational and Applied Mathematics (JCAM), 2023 |
Granger Causal Chain Discovery for Sepsis-Associated Derangements via
Continuous-Time Hawkes ProcessesKnowledge Discovery and Data Mining (KDD), 2022 |
Scalable Marked Point Processes for Exchangeable and Non-Exchangeable
Event SequencesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |