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researcher

Flavio du Pin Calmon

13 papers hereh-index 3191 citations4 works total

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

author position
  • first author3
  • middle author7
  • last author3

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.IT7
  • cs.LG2
  • cs.AI1
  • cs.CR1
  • cs.NI1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedOptimized Data Pre-Processing for Discrimination Prevention

38 citations · 85 across the 13 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017★ 38 cited

Optimized Data Pre-Processing for Discrimination Prevention

Flavio P. Calmon, Dennis Wei, Karthikeyan Natesan Ramamurthy +1

Non-discrimination is a recognized objective in algorithmic decision making. In this paper, we introduce a novel probabilistic formulation of data pre-processing for reducing discr…

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