11 citations · 30 across the 5 of their papers we have counts for
5 papers
Towards efficient compression and communication for prototype-based decentralized learning
Pablo Fernández-Piñeiro, Manuel Ferández-Veiga, Rebeca P. Díaz-Redondo +2
In prototype-based federated learning, the exchange of model parameters between clients and the master server is replaced by transmission of prototypes or quantized versions of the…
Simulation of fidelity in entanglement-based networks with repeater chains
David Pérez Castro, Ana Fernández Vilas, Manuel Fernández-Veiga +2
We implement a simulation environment on top of NetSquid that is specifically designed for estimating the end-to-end fidelity across a path of quantum repeaters or quantum switches…
Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach
Pablo García-Santaclara, Bruno Fernández-Castro, Rebeca P. Díaz-Redondo
Continual learning (CL) poses the important challenge of adapting to evolving data distributions without forgetting previously acquired knowledge while consolidating new knowledge.…
Interplay between Cryptocurrency Transactions and Online Financial Forums
Ana Fernández Vilas, Rebeca P. Díaz Redondo, Daniel Couto Cancela +1
Cryptocurrencies are a type of digital money meant to provide security and anonymity while using cryptography techniques. Although cryptocurrencies represent a breakthrough and pro…
Prototype of deployment of Federated Learning with IoT devices
Pablo García Santaclara, Ana Fernández Vilas, Rebeca P. Díaz Redondo
In the age of technology, data is an increasingly important resource. This importance is growing in the field of Artificial Intelligence (AI), where sub fields such as Machine Lear…