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researcher

Berk Ustun

UC San Diego

20 papers hereh-index 203.7k citations42 works total

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

author position
  • first author6
  • middle author7
  • last author7

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML7
  • cs.IR2
  • cs.CY1
  • cs.IT1
  • stat.ME1
affiliations
  • UC San Diego
Homepage
same name
  • Berk Ustun — 5 papers, h 2
  • Berk Ustun — 3 papers, h 3
  • Berk Ustun — 2 papers, h 3
  • Berk Ustun — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedActionable Recourse in Linear Classification

475 citations · 1.2k across the 20 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

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.