Browsing SoC Research Publications by Author "Zaruba, Gergely"

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An automatic calibration technique for force sensors in a dynamic smart floor environment

Burns, Nicholas Brent; Daniel, Kathryn; Huber, Manfred; Zaruba, Gergely (IEEE, 2021-10-17)

Pressure-sensitive smart floors deployed within homes can give great insight to the health and activity level of individuals through gait and location information. Due to the ever-changing dynamic nature of household ...
Privacy-preserving online mirror descent for federated learning with single-sided trust

Odeyomi, Olusola T.; Zaruba, Gergely (IEEE, 2021-12-05)

This paper discusses how clients in a federated learning system can collaborate with privacy guarantee in a fully decentralized setting without a central server. Most existing work includes a central server that aggregates ...