2 papers
cs.LG2024
Cumulative Hazard Function Based Efficient Multivariate Temporal Point Process Learning
Bingqing Liu
Most existing temporal point process models are characterized by conditional intensity function. These models often require numerical approximation methods for likelihood evaluatio…
cs.LG2024
Interpretable Neural Temporal Point Processes for Modelling Electronic Health Records
Bingqing Liu
Electronic Health Records (EHR) can be represented as temporal sequences that record the events (medical visits) from patients. Neural temporal point process (NTPP) has achieved gr…