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researcher

Shin Matsushima

7 papers hereh-index 8290 citations33 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • middle author5
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML3

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedTotally Corrective Boosting with Cardinality Penalization

5 citations · 7 across the 3 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.