500 citations · 760 across the 17 of their papers we have counts for
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stat.AP2013★ 62 cited
Distributed multinomial regression
Matt Taddy
This article introduces a model-based approach to distributed computing for multinomial logistic (softmax) regression. We treat counts for each response category as independent Poi…
stat.AP2013
One-step estimator paths for concave regularization
Matt Taddy
The statistics literature of the past 15 years has established many favorable properties for sparse diminishing-bias regularization: techniques which can roughly be understood as p…
stat.AP2013
Efficiency and Structure in Multinomial Inverse Regression
Matt Taddy
This is the rejoinder for discussion of "Multinomial Inverse Regression for Text Analysis", Journal of the American Statistical Association 108, 2013.