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Michael Menart
Michael Menart
PhD Student, The Ohio State University
Adresse e-mail validée de osu.edu - Page d'accueil
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Differentially private stochastic optimization: New results in convex and non-convex settings
R Bassily, C Guzmán, M Menart
Advances in Neural Information Processing Systems 34, 9317-9329, 2021
462021
Faster rates of convergence to stationary points in differentially private optimization
R Arora, R Bassily, T González, CA Guzmán, M Menart, E Ullah
International Conference on Machine Learning, 1060-1092, 2023
212023
Differentially private generalized linear models revisited
R Arora, R Bassily, C Guzmán, M Menart, E Ullah
Advances in Neural Information Processing Systems 35, 22505-22517, 2022
152022
Differentially private algorithms for the stochastic saddle point problem with optimal rates for the strong gap
R Bassily, C Guzmán, M Menart
The Thirty Sixth Annual Conference on Learning Theory, 2482-2508, 2023
42023
Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates
M Menart, E Ullah, R Arora, R Bassily, C Guzmán
International Conference on Algorithmic Learning Theory, 868-906, 2024
12024
Public-data Assisted Private Stochastic Optimization: Power and Limitations
E Ullah, M Menart, R Bassily, C Guzmán, R Arora
arXiv preprint arXiv:2403.03856, 2024
2024
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