Showing 2025Show all
2 papers · 1 filter
cs.LG2025
Generalizing Fair Clustering to Multiple Groups: Algorithms and Applications
Diptarka Chakraborty, Kushagra Chatterjee, Debarati Das +1
Clustering is a fundamental task in machine learning and data analysis, but it frequently fails to provide fair representation for various marginalized communities defined by multi…
cs.LG2025
Towards Fair Representation: Clustering and Consensus
Diptarka Chakraborty, Kushagra Chatterjee, Debarati Das +2
Consensus clustering, a fundamental task in machine learning and data analysis, aims to aggregate multiple input clusterings of a dataset, potentially based on different non-sensit…