Matthäus Kleindeßner

Publications

376

Citations

H-Index

2014

Active since

Affiliations

Rutgers Sexual and Reproductive Health and Rights(Current)

Georgia Institute of Technology

Rutgers, The State University of New Jersey

University of Washington

Amazon (Germany)

Matthäus Kleindeßner is an author at Rutgers Sexual and Reproductive Health and Rights specializing in engineering, computer science, and data science.

ORCID

Top concepts

EngineeringComputer ScienceData ScienceStatisticsData MiningMachine LearningKnowledge DiscoveryPattern RecognitionImage AnalysisAlgorithmic Fairness

Publications per year

2014–2022

Publications

Guarantees for Spectral Clustering with Fairness Constraints

Matthäus Kleindeßner, Samira Samadi, Pranjal Awasthi et al. · arXiv (Cornell University) · 2019 · 44 citations · Full text

Mathematical Programming, Spectral Theory, Cluster Computing +21

Fair k-Center Clustering for Data Summarization

Matthäus Kleindeßner, Pranjal Awasthi, Jamie Morgenstern · arXiv (Cornell University) · 2019 · 42 citations · Full text

Mathematical Programming, Cluster Computing, Engineering +21

Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information

Pranjal Awasthi, Alex Beutel, Matthäus Kleindeßner et al. · 2021 · 39 citations · Full text

Engineering, Machine Learning, Verification +20

Fair k-Center Clustering for Data Summarization

Matthäus Kleindeßner, Pranjal Awasthi, Jamie Morgenstern · International Conference on Machine Learning · 2019 · 37 citations

Mathematical Programming, Cluster Computing, Engineering +21

Uniqueness of Ordinal Embedding

Matthäus Kleindeßner, Ulrike von Luxburg · Conference on Learning Theory · 2014 · 36 citations

Order Theory, Formal Proof, Ordinal Constraints +10

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