Elad Romanov

4 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-3520-3054

Department of Statistics, Stanford University

Publications

• Integral Probability Metrics Meet Neural Networks: The Radon-Kolmogorov-Smirnov Test — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• The high-dimensional asymptotics of principal component regression — The Annals of Statistics 2025
• ScreeNOT: Exact MSE-optimal singular value thresholding in correlated noise — The Annals of Statistics 2023
• Statistical Guarantees for Local Spectral Clustering on Random Neighborhood Graphs — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)