Nikita P. Kalinin

According to our database, Nikita P. Kalinin authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD.

Nikita P. Kalinin, Ryan McKenna, Jalaj Upadhyay, Christoph H. Lampert

CoRR, May, 2025

Binned Group Algebra Factorization for Differentially Private Continual Counting.

Monika Henzinger, Nikita P. Kalinin, Jalaj Upadhyay

CoRR, April, 2025

Continual Release Moment Estimation with Differential Privacy.

Nikita P. Kalinin, Jalaj Upadhyay, Christoph H. Lampert

CoRR, February, 2025

2024

Notes on Sampled Gaussian Mechanism.

Nikita P. Kalinin

CoRR, 2024

DP-KAN: Differentially Private Kolmogorov-Arnold Networks.

Nikita P. Kalinin, Simone Bombari, Hossein Zakerinia, Christoph H. Lampert

CoRR, 2024

Banded Square Root Matrix Factorization for Differentially Private Model Training.

Nikita P. Kalinin, Christoph H. Lampert

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024