Differentially Private Nonparametric Modal Learning with Applications to Regression and Clustering
By Arkajyoti Bhattacharjee · Paper · math.ST
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