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most citedTheoretical properties of the global optimizer of two layer neural network

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math.OC2021

Optimal Algorithms for Differentially Private Stochastic Monotone Variational Inequalities and Saddle-Point Problems

Digvijay Boob, Cristóbal Guzmán

In this work, we conduct the first systematic study of stochastic variational inequality (SVI) and stochastic saddle point (SSP) problems under the constraint of differential priva…