Tomasz Kołodziej - Publications - Bridge of Knowledge

Tomasz Kołodziej

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Year 2021

Towards Scalable Simulation of Federated Learning
Publication
- T. Kołodziej
- P. Rościszewski
- Communications in Computer and Information Science - Year 2021
Federated learning (FL) allows to train models on decentralized data while maintaining data privacy, which unlocks the availability of large and diverse datasets for many practical applications. The ongoing development of aggregation algorithms, distribution architectures and software implementations aims for enabling federated setups employing thousands of distributed devices, selected from millions. Since the availability of...

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