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Sannara Ek
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2020 – today
- 2024
- [i6]Sannara Ek, Riccardo Presotto, Gabriele Civitarese, François Portet, Philippe Lalanda, Claudio Bettini:
Comparing Self-Supervised Learning Techniques for Wearable Human Activity Recognition. CoRR abs/2404.15331 (2024) - 2023
- [j2]Sannara Ek, François Portet, Philippe Lalanda:
Transformer-based models to deal with heterogeneous environments in Human Activity Recognition. Pers. Ubiquitous Comput. 27(6): 2267-2280 (2023) - [c6]Riccardo Presotto, Sannara Ek, Gabriele Civitarese, François Portet, Philippe Lalanda, Claudio Bettini:
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity. SMARTCOMP 2023: 33-40 - [i5]Riccardo Presotto, Sannara Ek, Gabriele Civitarese, François Portet, Philippe Lalanda, Claudio Bettini:
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity. CoRR abs/2306.13735 (2023) - 2022
- [j1]Sannara Ek, François Portet, Philippe Lalanda, Germán Vega:
Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones. Pervasive Mob. Comput. 87: 101714 (2022) - [c5]Sannara Ek, Philippe Lalanda, François Portet:
Federated Learning Within Pervasive Heterogeneous Environments. PerCom Workshops 2022: 134-135 - [c4]Sannara Ek, Romain Rombourg, François Portet, Philippe Lalanda:
Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR. PerCom Workshops 2022: 557-562 - [i4]Sannara Ek, Romain Rombourg, François Portet, Philippe Lalanda:
Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR. CoRR abs/2207.08187 (2022) - [i3]Sannara Ek, François Portet, Philippe Lalanda:
Lightweight Transformers for Human Activity Recognition on Mobile Devices. CoRR abs/2209.11750 (2022) - [i2]Sannara Ek, François Portet, Philippe Lalanda, Germán Vega:
Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones. CoRR abs/2210.16918 (2022) - 2021
- [c3]Sannara Ek, François Portet, Philippe Lalanda, Germán Vega:
A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison. PerCom 2021: 1-10 - [c2]Sannara Ek, François Portet, Philippe Lalanda, Germán Vega:
Artifact: A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison. PerCom Workshops 2021: 448-449 - [i1]Sannara Ek, François Portet, Philippe Lalanda, Germán Vega:
A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison. CoRR abs/2110.10223 (2021) - 2020
- [c1]Sannara Ek, François Portet, Philippe Lalanda, Germán Vega:
Evaluation of federated learning aggregation algorithms: application to human activity recognition. UbiComp/ISWC Adjunct 2020: 638-643
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