Fair Column Subset Selection
Author:
Affiliation:
1. Aalto University, Espoo, Finland
2. Unaffiliated, London, United Kingdom
3. Max Planck Institute for Software Systems, Kaiserslautern, Germany
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3637528.3672005
Reference44 articles.
1. Jason Altschuler Aditya Bhaskara Gang Fu Vahab Mirrokni Afshin Rostamizadeh and Morteza Zadimoghaddam. 2016. Greedy column subset selection: New bounds and distributed algorithms. In ICML. PMLR 2539--2548.
2. Aris Anagnostopoulos Luca Becchetti Adriano Fazzone Cristina Menghini and Chris Schwiegelshohn. 2020. Spectral relaxations and fair densest subgraphs. In CIKM. ACM 35--44.
3. Solon Barocas Moritz Hardt and Arvind Narayanan. 2019. Fairness and Machine Learning: Limitations and Opportunities. fairmlbook.org. http://www.fairmlbook.org.
4. Near-Optimal Column-Based Matrix Reconstruction
5. Christos Boutsidis Michael W Mahoney and Petros Drineas. 2008. Unsupervised feature selection for principal components analysis. In KDD. 61--69.
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