7 citations · 14 across the 7 of their papers we have counts for
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stat.ML2015★ 1 cited
Some Theory For Practical Classifier Validation
Eric Bax, Ya Le
We compare and contrast two approaches to validating a trained classifier while using all in-sample data for training. One is simultaneous validation over an organized set of hypot…
stat.ML2014★ 7 cited
Sparse Quadratic Discriminant Analysis and Community Bayes
Ya Le, Trevor Hastie
We develop a class of rules spanning the range between quadratic discriminant analysis and naive Bayes, through a path of sparse graphical models. A group lasso penalty is used to…