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researcher

C. Rudin

159 papers hereh-index 5726.7k citations229 works total

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

author position
  • sole author3
  • first author6
  • middle author58
  • last author85

Across the 152 of 159 papers where every author was matched, so the position is known.

fields
  • cs.LG65
  • stat.ML30
  • cs.CV13
  • stat.ME13
  • cs.AI10
  • stat.AP9

identity via Semantic Scholar / OpenAlex

activity
20052026
most citedAll Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously

1.2k citations · 5k across the 152 of their papers we have counts for

collaborators
Showing 2014 · stat.MEShow all

1 paper · 2 filters

stat.ME2014★ 29 cited

Methods and Models for Interpretable Linear Classification

Berk Ustun, Cynthia Rudin

We present an integer programming framework to build accurate and interpretable discrete linear classification models. Unlike existing approaches, our framework is designed to prov…

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