Jan-Willem Meent
4 papers · 2013–2020 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
medical imaging
(1)
extractive summarization
(1)
expectation maximization
(1)
markov chain monte carlo
(1)
mutual information
(1)
effective sample size
(1)
ancestor sampling
(1)
hidden markov model
(1)
latent variable model
(1)
disentangled representation
(1)
electronic health record
(1)
evidence lower bound
(1)
variational baye
(1)
probabilistic program
(1)
distant supervision
(1)
clinical text
(1)
transformer-based model
(1)
particle gibb
(1)
hierarchical objective
(1)
particle degeneracy
(1)
Papers
Query-Focused EHR Summarization to Aid Imaging Diagnosis
MLHC 2020
Structured Disentangled Representations
AISTATS 2019
Particle Gibbs with Ancestor Sampling for Probabilistic Programs
AISTATS 2015
Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data
ICML 2013