Search Results for author: Pablo Munoz

Found 2 papers, 1 papers with code

LEFL: Low Entropy Client Sampling in Federated Learning

1 code implementation29 Dec 2023 Waqwoya Abebe, Pablo Munoz, Ali Jannesari

This enables the server to perform stratified client sampling across clusters in every round.

Federated Learning

Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity

no code implementations15 Mar 2023 Rafael Rosales, Pablo Munoz, Michael Paulitsch

We compare ensembles created with diverse model architectures trained either independently or through a Neural Architecture Search technique and evaluate the correlation of prediction-based and attribution-based diversity to the final ensemble accuracy.

Neural Architecture Search

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