Elizabeth Burnside
4 papers · 2012–2016 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (14)
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Hot Topic Early Bird
Conferences
AISTATS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
graphical model
(2)
feature selection
(2)
structured prediction
(1)
em algorithm
(1)
kernel smoothing
(1)
contrastive divergence
(1)
penalized regression
(1)
dependency modeling
(1)
semiparametric model
(1)
multiple hypothesis testing
(1)
markov random field
(1)
high-dimensional datum
(1)
multiple testing
(1)
electronic health record
(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