Anastasiia Usmanova

According to our database, Anastasiia Usmanova authored at least 3 papers between 2021 and 2022.

Collaborative distances:

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

2022

Federated Continual Learning through distillation in pervasive computing.

Anastasiia Usmanova, François Portet, Philippe Lalanda, Germán Vega

Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

Federated Learning and catastrophic forgetting in pervasive computing: demonstration in HAR domain.

Anastasiia Usmanova, François Portet, Philippe Lalanda, Germán Vega

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

2021

A distillation-based approach integrating continual learning and federated learning for pervasive services.

Anastasiia Usmanova, François Portet, Philippe Lalanda, Germán Vega

CoRR, 2021