Jan-Willem Meent
4 papers · 2013–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
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Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
AISTATS (2)
ICML (1)
MLHC (1)
Top co-authors
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