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Author

Varuna De Silva

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#machine learning Conference Open access Jun 2025

Representing Clinical Conditions on Vital Signs From Healthy Individuals Using Latent Modeling

A deep generative model based on conditional variational autoencoders with the objective of augmenting the vital signs of healthy individuals in a way that mimics the patterns of a certain clinical condition is proposed.

Rafael Pina, Varuna De Silva, Mindula Illeperuma · 0 citations
#artificial intelligence Preprint Sep 2026

Robust and Efficient Communication for Multi-Agent Learning

A deep analysis of message characteristics is provided, proving that MARC maintains high operational performance even under significant data compression, offering a scalable path for deploying intelligent agents in resource-constrained environments.

Rafael Pina, Varuna De Silva, Corentin Artaud · 0 citations

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