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researcher

M. B. Zafar

23 papers hereh-index 265.5k citations52 works total

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

author position
  • first author5
  • middle author12
  • last author4

Across the 21 of 23 papers where every author was matched, so the position is known.

fields
  • stat.ML9
  • cs.LG7
  • cs.CL3
  • cs.SI2
  • cs.AI1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedFairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

626 citations · 1.5k across the 21 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018★ 196 cited

A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices

Till Speicher, Hoda Heidari, Nina Grgic-Hlaca +4

Discrimination via algorithmic decision making has received considerable attention. Prior work largely focuses on defining conditions for fairness, but does not define satisfactory…

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