7 citations · 14 across the 7 of their papers we have counts for
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cs.LG2014
Validation of Matching
Ya Le, Eric Bax, Nicola Barbieri +3
We introduce a technique to compute probably approximately correct (PAC) bounds on precision and recall for matching algorithms. The bounds require some verified matches, but those…
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…