Kalinin, Nikita

3 publications

ICLR 2026 Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD Nikita Kalinin, Ryan McKenna, Jalaj Upadhyay, Christoph H. Lampert

NeurIPS 2025 Continual Release Moment Estimation with Differential Privacy Nikita Kalinin, Jalaj Upadhyay, Christoph H. Lampert

NeurIPS 2024 Banded Square Root Matrix Factorization for Differentially Private Model Training Nikita Kalinin, Christoph Lampert