Sannara Ek

According to our database, Sannara Ek authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Transformer-based models to deal with heterogeneous environments in Human Activity Recognition.

Sannara Ek, François Portet, Philippe Lalanda

Pers. Ubiquitous Comput., December, 2023

Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity.

Riccardo Presotto, Sannara Ek, Gabriele Civitarese, François Portet, Philippe Lalanda, Claudio Bettini

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

2022

Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones.

Sannara Ek, François Portet, Philippe Lalanda, Germán Vega

Pervasive Mob. Comput., 2022

Lightweight Transformers for Human Activity Recognition on Mobile Devices.

Sannara Ek, François Portet, Philippe Lalanda

CoRR, 2022

Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR.

Sannara Ek, Romain Rombourg, François Portet, Philippe Lalanda

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Federated Learning Within Pervasive Heterogeneous Environments.

Sannara Ek, Philippe Lalanda, François Portet

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

2021

A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison.

Sannara Ek, François Portet, Philippe Lalanda, Germán Vega

Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021

Artifact: A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison.

Sannara Ek, François Portet, Philippe Lalanda, Germán Vega

Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

2020

Evaluation of federated learning aggregation algorithms: application to human activity recognition.

Sannara Ek, François Portet, Philippe Lalanda, Germán Vega

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020