Berk Ustun

Identifiers

• name variant Berk Ustun 0.60 · backfill

Papers (8)

1. Bridging Predictions and Interventions: An Integrated Framework for Automated Decision-Systems cs.CY · 2026 · author #27
2. Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models cs.LG · 2026 · author #5
3. Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions cs.LG · 2019 · author #2
4. On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning cs.IT · 2018 · author #2
5. Supersparse Linear Integer Models for Optimized Medical Scoring Systems stat.ML · 2015 · author #1
6. Methods and Models for Interpretable Linear Classification stat.ME · 2014 · author #1
7. Supersparse Linear Integer Models for Interpretable Classification stat.ML · 2013 · author #1
8. Supersparse Linear Integer Models for Predictive Scoring Systems stat.ML · 2013 · author #1

Mentions

• 2606.25668 #27 · arxiv_oai · confidence 0.70 Berk Ustun
• 2606.04326 #5 · arxiv_oai · confidence 0.70 Berk Ustun
• 1502.04269 #1 · backfill · confidence 0.70 Berk Ustun
• 1405.4047 #1 · backfill · confidence 0.70 Berk Ustun
• 1306.6677 #1 · backfill · confidence 0.70 Berk Ustun
• 1306.5860 #1 · backfill · confidence 0.70 Berk Ustun

Frequent Coauthors

• Cynthia Rudin 4 shared papers
• Flavio P. Calmon 2 shared papers
• Hao Wang 2 shared papers
• Amanda Coston 1 shared papers
• Angela Zhou 1 shared papers
• Angelina Wang 1 shared papers
• Ashia Wilson 1 shared papers
• Avi Feller 1 shared papers
• Ben Laufer 1 shared papers
• Bryan Wilder 1 shared papers
• Daniel Ho 1 shared papers
• Daniel Malinsky 1 shared papers
• Eli Ben-Michael 1 shared papers
• Ezinne Nwankwo 1 shared papers
• Hammaad Adam 1 shared papers
• Harry Cheon 1 shared papers
• Inioluwa Deborah Raji 1 shared papers
• Jessica Hullman 1 shared papers
• Joshua Loftus 1 shared papers
• Juan Carlos Perdomo 1 shared papers