arXiv stat.ML
· Papers
Differentially Private Nonparametric Modal Learning with Applications to Regression and Clustering
arXiv:2607.29675v1 Announce Type: cross Abstract: 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 distribut