Arkajyoti Bhattacharjee

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 unexplored. We study differentially private recovery of density modes for multivariate distributions under…Read more