David Madigan
4 papers · 2008–2016 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
algorithmic stability
(2)
sequential event prediction
(2)
association rule
(2)
lasso regression
(1)
sequential prediction
(1)
bayesian analysis
(1)
support vector machine
(1)
hierarchical bayesian model
(1)
online algorithm
(1)
high-dimensional data
(1)
generalization guarantee
(1)
association rule mining
(1)
self-controlled case series
(1)
latent factor analysis
(1)
drug safety
(1)
statistical learning theory
(1)
transient drug exposure
(1)
supervised learning
(1)
sparse classifier
(1)
Papers
The Factorized Self-Controlled Case Series Method: An Approach for Estimating the Effects of Many Drugs on Many Outcomes
JMLR 2016
Learning Theory Analysis for Association Rules and Sequential Event Prediction
JMLR 2013
Sequential Event Prediction with Association Rules
COLT 2011
Algorithms for Sparse Linear Classifiers in the Massive Data Setting
JMLR 2008