Adler Perotte
5 papers · 2016–2023 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon ยท Sprint
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Hot Topic Early Bird
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Conference Pioneer
Venues
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Research topics
Keywords
survival analysis
(2)
electronic health record
(2)
weibull distribution
(1)
maximum likelihood estimation
(1)
hierarchical generative model
(1)
generative model
(1)
latent variable model
(1)
probabilistic graphical model
(1)
recurrent neural network
(1)
deep generative model
(1)
survival prediction
(1)
irregular sampling
(1)
missing data
(1)
multivariate point process
(1)
risk stratification
(1)
mixed membership model
(1)
time-to-event analysis
(1)
deep survival analysis
(1)
clinical data
(1)
disease phenotyping
(1)
Papers
Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling
MLHC 2023
Point Processes for Competing Observations with Recurrent Networks (POPCORN): A Generative Model of EHR Data
MLHC 2021
Phenotype Inference with Semi-Supervised Mixed Membership Models
MLHC 2019
Deep Survival Analysis: Nonparametrics and Missingness
MLHC 2018
Deep Survival Analysis
MLHC 2016