5 citations · 7 across the 2 of their papers we have counts for
2 papers
stat.ML2018
Statistical Learnability of Generalized Additive Models based on Total Variation Regularization
Shin Matsushima
A generalized additive model (GAM, Hastie and Tibshirani (1987)) is a nonparametric model by the sum of univariate functions with respect to each explanatory variable, i.e., $f({\m…
cs.LG2015★ 5 cited
Totally Corrective Boosting with Cardinality Penalization
Vasil S. Denchev, Nan Ding, Shin Matsushima +2
We propose a totally corrective boosting algorithm with explicit cardinality regularization. The resulting combinatorial optimization problems are not known to be efficiently solva…