Search Results for author: Barbara Franci

Found 3 papers, 0 papers with code

A privacy-preserving distributed computational approach for distributed locational marginal prices

no code implementations25 Mar 2021 Olivier Bilenne, Paulin Jacquot, Nadia Oudjane, Mathias Staudigl, Cheng Wan, Barbara Franci

An important issue in today's electricity markets is the management of flexibilities offered by new practices, such as smart home appliances or electric vehicles.

Management Privacy Preserving

Training Generative Adversarial Networks via stochastic Nash games

no code implementations17 Oct 2020 Barbara Franci, Sergio Grammatico

We also show convergence of an averaged variant of the SRFB algorithm to a neighborhood of the solution when only few samples are available.

Image Generation

A game-theoretic approach for Generative Adversarial Networks

no code implementations30 Mar 2020 Barbara Franci, Sergio Grammatico

Since the training can be cast as a stochastic Nash equilibrium problem, we rewrite it as a variational inequality and introduce an algorithm to compute an approximate solution.

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