Search Results for author: Alex Kyllo

Found 2 papers, 0 papers with code

Privacy-Aware Human Mobility Prediction via Adversarial Networks

no code implementations19 Jan 2022 Yuting Zhan, Alex Kyllo, Afra Mashhadi, Hamed Haddadi

Our proposed architecture reports a Pareto Frontier analysis that enables the user to assess this trade-off as a function of Lagrangian loss weight parameters.

Privacy Preserving Representation Learning

Fairness in Federated Learning for Spatial-Temporal Applications

no code implementations17 Jan 2022 Afra Mashhadi, Alex Kyllo, Reza M. Parizi

Federated learning involves training statistical models over remote devices such as mobile phones while keeping data localized.

Fairness Federated Learning +1

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