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cs.IT2024
Generalized Multivariate Polynomial Codes for Distributed Matrix-Matrix Multiplication
Jesús Gómez-Vilardebó, Burak Hasırcıoğlu, Deniz Gündüz
Supporting multiple partial computations efficiently at each of the workers is a keystone in distributed coded computing in order to speed up computations and to fully exploit the…
cs.LG2024★ 8 cited
Private Collaborative Edge Inference via Over-the-Air Computation
Selim F. Yilmaz, Burak Hasircioglu, Li Qiao +1
We consider collaborative inference at the wireless edge, where each client's model is trained independently on its local dataset. Clients are queried in parallel to make an accura…