Michael Menart

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Differentially Private

Stationary Points

Generalized Linear Models

Stochastic Optimization

Top Venues

Publications

Michael Menart, Enayat Ullah, Raman Arora, Raef Bassily, Cristóbal Guzmán
Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates. ALT (2024)
Enayat Ullah, Michael Menart, Raef Bassily, Cristóbal Guzmán, Raman Arora
Public-data Assisted Private Stochastic Optimization: Power and Limitations. CoRR (2024)
Raef Bassily, Cristóbal Guzmán, Michael Menart
Differentially Private Algorithms for the Stochastic Saddle Point Problem with Optimal Rates for the Strong Gap. COLT (2023)
Raef Bassily, Cristóbal Guzmán, Michael Menart
Differentially Private Algorithms for the Stochastic Saddle Point Problem with Optimal Rates for the Strong Gap. CoRR (2023)
Raman Arora, Raef Bassily, Tomás González, Cristóbal Guzmán, Michael Menart, Enayat Ullah
Faster Rates of Convergence to Stationary Points in Differentially Private Optimization. ICML (2023)
Michael Menart, Enayat Ullah, Raman Arora, Raef Bassily, Cristóbal Guzmán
Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates. CoRR (2023)
Raman Arora, Raef Bassily, Cristóbal Guzmán, Michael Menart, Enayat Ullah
Differentially Private Generalized Linear Models Revisited. CoRR (2022)
Raman Arora, Raef Bassily, Cristóbal Guzmán, Michael Menart, Enayat Ullah
Differentially Private Generalized Linear Models Revisited. NeurIPS (2022)
Raman Arora, Raef Bassily, Tomás González, Cristóbal Guzmán, Michael Menart, Enayat Ullah
Faster Rates of Convergence to Stationary Points in Differentially Private Optimization. CoRR (2022)
Raef Bassily, Cristóbal Guzmán, Michael Menart
Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings. CoRR (2021)
Raef Bassily, Cristóbal Guzmán, Michael Menart
Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings. NeurIPS (2021)