Kalinin, Nikita P.

1. Banded Square Root Matrix Factorization for Differentially Private Model Training
   2024/05/22 by Nikita Kalinin, Christoph H. Lampert, Kalinin, Nikita P. +1 · 2 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Model-Driven Software Engineering Techniques #Privacy-Preserving Technologies in Data
2. Efficient Estimation of a Gaussian Mean with Local Differential Privacy
   2024/02/07 by Nikita Kalinin, Lukas Steinberger, Kalinin, Nikita P. +1 · 1 citation
   Computer Science · Mathematics · #Distributed Sensor Networks and Detection Algorithms #FOS: Mathematics #Privacy-Preserving Technologies in Data #Statistical Methods and Inference #Statistics Theory (math.ST)
3. Continual Release Moment Estimation with Differential Privacy
   2025/02/10 by Nikita Kalinin, Kalinin, Nikita P., Jalaj Upadhyay +3 · 2 citations
   Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Real-time simulation and control systems #Software Reliability and Analysis Research
4. Normalized Square Root: Sharper Matrix Factorization Bounds for Differentially Private Continual Counting
   2025/09/17 by Henzinger, Monika, Kalinin, Nikita P., Upadhyay, Jalaj · 2 citations
   #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)