43 citations · 91 across the 13 of their papers we have counts for
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cs.CR2020
Private Wireless Federated Learning with Anonymous Over-the-Air Computation
Burak Hasircioglu, Deniz Gunduz
In conventional federated learning (FL), differential privacy (DP) guarantees can be obtained by injecting additional noise to local model updates before transmitting to the parame…
cs.IT2020★ 17 cited
Bivariate Polynomial Coding for Efficient Distributed Matrix Multiplication
Burak Hasircioglu, Jesus Gomez-Vilardebo, Deniz Gunduz
Coded computing is an effective technique to mitigate "stragglers" in large-scale and distributed matrix multiplication. In particular, univariate polynomial codes have been shown…