Talks

Conference talks

SOTERIA: Preserving Privacy in Distributed Machine Learning.
In ACM/SIGAPP Symposium on Applied Computing.
Tallinn, Estonia. 2023.

Electrocardiogram Beat-Classification Based on a ResNet Network.
In MEDINFO 2019: Health and Wellbeing e-Networks for All.
Lyon, France. 2019.

Workshop talks

Let’s Go, Private! Towards a Privacy-Preserving and Distributed Machine Learning System.
In EuroSys Doctoral Workshop.
Rennes, France. 2022.

Posters

Emission-Aware Federated Learning: A Case Study on Transportation and Carbon Footprint

In *EuroSys'23*.
Rome, Italy. 2023.

Let's Go, Private! Towards a Privacy-Preserving and Distributed Machine Learning System

In *Eurosys'22*.
Rennes, France. 2022.

Others

Privacy-Preserving and Distributed Machine Learning.
In Cloud Computing Services and Applications, class of the first year of the MEI MSc course in Informatics Engineering, at University of Minho.
Braga, Portugal. 2022.

Privacy-Preserving Machine Learning for Apache Spark.
In Encontro Nacional de Sistemas Distribuídos.
Évora, Portugal. 2022.

SecureMLlib: Privacy-Preserving Distributed Machine Learning.
In Ciclo de Eventos Dinâmicas para a Inovação.
Aveiro, Portugal. 2019.

Cloud-based analytics for monitoring and classification of arrhythmias.
Master thesis presentation at University of Minho.
Braga, Portugal. 2018.