Elizabeth Burnside
4 papers · 2012–2016 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
feature selection
(2)
graphical model
(2)
structured prediction
(1)
em algorithm
(1)
kernel smoothing
(1)
contrastive divergence
(1)
penalized regression
(1)
dependency modeling
(1)
multiple hypothesis testing
(1)
markov random field
(1)
high-dimensional data
(1)
multiple testing
(1)
electronic health record
(1)
semi-parametric model
(1)
feature screening
(1)
feature relevance network
(1)
risk prediction
(1)
semiparametric inference
(1)
breast cancer prediction
(1)
structure information
(1)
Papers
Structure-Leveraged Methods in Breast Cancer Risk Prediction
JMLR 2016
Learning Heterogeneous Hidden Markov Random Fields
AISTATS 2014
Multiple Testing under Dependence via Semiparametric Graphical Models
ICML 2014
High-Dimensional Structured Feature Screening Using Binary Markov Random Fields
AISTATS 2012