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20182026
most citedImproving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning

62 citations · 94 across the 15 of their papers we have counts for

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2 papers · 1 filter

stat.ML2025

Hyper Hawkes Processes: Interpretable Models of Marked Temporal Point Processes

Alex Boyd, Andrew Warrington, Taha Kass-Hout +2

Foundational marked temporal point process (MTPP) models, such as the Hawkes process, often use inexpressive model families in order to offer interpretable parameterizations of eve…

stat.ML2024

Deep Continuous-Time State-Space Models for Marked Event Sequences

Yuxin Chang, Alex Boyd, Cao Xiao +4

Marked temporal point processes (MTPPs) model sequences of events occurring at irregular time intervals, with wide-ranging applications in fields such as healthcare, finance and so…