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cs.LG2025
Private Sketches for Linear Regression
Shrutimoy Das, Debanuj Nayak, Anirban Dasgupta
Linear regression is frequently applied in a variety of domains, some of which might contain sensitive information. This necessitates that the application of these methods does not…
cs.DS2025
Local Search-based Individually Fair Clustering with Outliers
Binita Maity, Shrutimoy Das, Anirban Dasgupta
In this paper, we present a local search-based algorithm for individually fair clustering in the presence of outliers. We consider the individual fairness definition proposed in Ju…