Differentially Private Nonparametric Modal Learning with Applications to Regression and Clustering

Arkajyoti Bhattacharjee, Arnab Auddy

Density modes provide a localized and interpretable summary of multimodal distributions, but their estimation under rigorous differential privacy constraints remains largely unexpl…