Distributed machine learning using error-correcting codes

Organisatsiooni nimi
Coding and Information Transmission
Kokkuvõte
Collaborative learning is a machine learning technique that where multiple sensors or devices learn local data samples. It is desirable to design a framework, where the learning can be succesfully performed by these devices, without exchanging the whole data. Protocols based on algebraic codes could potentially increase the efficiency of the learning. In this project, the student will attempt at designing such coding schemes.
Lõputöö kaitsmise aasta
2020-2021
Juhendaja
Vitaly Skachek
Suhtlemiskeel(ed)
inglise keel
Nõuded kandideerijale
Tase
Bakalaureus, Magister
Märksõnad
#collaborative_learning, #coding_theory

Kandideerimise kontakt

 
Nimi
Vitaly SKACHEK
Tel
E-mail
vitaly.skachek@ut.ee