Gavin C. Cawley
4 papers · 2001–2010 · 3 venues · across top CS/AI venues
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Achievements
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๐ฃ Hot Topic Early Bird ๐ Academic Marathon ยท Sprint ๐ Conference Polyglot ยท Bronze ๐งญ Keyword Pioneer ๐ Keyword Champion (2)
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Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
bayesian regularization
(2)
model selection
(2)
logistic regression
(1)
sparse logistic regression
(1)
multinomial classification
(1)
feature selection
(1)
maximum likelihood
(1)
multinomial logistic regression
(1)
sparse feature selection
(1)
sparse model
(1)
bias-variance tradeoff
(1)
selection bia
(1)
generalization performance
(1)
kernel machine
(1)
laplace prior
(1)
bayesian inference
(1)
Papers
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
JMLR 2010
Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters
JMLR 2007
Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation
NeurIPS 2006
Causal & Non-Causal Feature Selection for Ridge Regression
AISTATS 2001