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researcher

Matthäus Kleindessner

15 papers hereh-index 171.2k citations27 works total

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

author position
  • first author5
  • middle author9
  • last author1

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • cs.LG5
  • cs.CV2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedGuarantees for Spectral Clustering with Fairness Constraints

46 citations · 133 across the 13 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020★ 13 cited

A Notion of Individual Fairness for Clustering

Matthäus Kleindessner, Pranjal Awasthi, Jamie Morgenstern

A common distinction in fair machine learning, in particular in fair classification, is between group fairness and individual fairness. In the context of clustering, group fairness…

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