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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 2024Show all

2 papers · 1 filter

cs.IR2024

FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning

Sejoon Oh, Berk Ustun, Julian McAuley +1

Modern recommender systems may output considerably different recommendations due to small perturbations in the training data. Changes in the data from a single user will alter the…

cs.LG2024★ 1 cited

Predictive Churn with the Set of Good Models

Jamelle Watson-Daniels, Flavio du Pin Calmon, Alexander D'Amour +3

Issues can arise when research focused on fairness, transparency, or safety is conducted separately from research driven by practical deployment concerns and vice versa. This separ…

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