David Madigan
4 papers · 2008–2016 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (8)
🐝
Cross-Pollinator
(13)
🚀
Conference Pioneer
Conferences
JMLR (3)
COLT (1)
Top co-authors
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)
generalization guarantee
(1)
high dimensional datum
(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