no code implementations • 12 Aug 2023 • Sara Babakniya, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Qingfeng Liu, Kee-Bong Song, Mostafa El-Khamy, Salman Avestimehr
In the absence of centralized data, Federated Learning (FL) can benefit from distributed and private data of the FL edge clients for fine-tuning.
no code implementations • 29 Sep 2021 • Behnam Gholami, Mostafa El-Khamy, Kee-Bong Song
We demonstrate the effectiveness of our approach on several widely used datasets for the domain generalization problem, on all of which we achieve competitive results with state-of-the-art models.
no code implementations • 16 Jul 2021 • Joyson Sebastian, Pranav Dayal, Kee-Bong Song, Walid AliAhmad
We consider an error model for phased array with gain errors and phase errors, with errors dependent on the phase applied and the antenna index.
no code implementations • 11 Oct 2019 • Shailesh Chaudhari, HyukJoon Kwon, Kee-Bong Song
In this paper, we propose to dynamically select a MIMO detector using neural network for each resource element (RE) in the transport block of 5G NR/LTE communication system.