Emily Fertig
4 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird π§ Keyword Pioneer β The Questioner
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
generative model
(2)
variational inference
(1)
density estimation
(1)
model calibration
(1)
bayesian model
(1)
probabilistic programming
(1)
likelihood ratio
(1)
stochastic variational inference
(1)
dataset shift
(1)
normalizing flow
(1)
out-of-distribution detection
(1)
genomic sequence
(1)
ood detection
(1)
predictive uncertainty
(1)
probabilistic deep learning
(1)
probabilistic modeling
(1)
structured variational family
(1)
Papers
Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling
ICLR 2022
Automatic structured variational inference
AISTATS 2021
Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift
NeurIPS 2019
Likelihood Ratios for Out-of-Distribution Detection
NeurIPS 2019