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09/19/2023
Sparser Random Networks Exist: Enforcing Communication-Efficient Federated Learning via Regularization
This work presents a new method for enhancing communication efficiency i...
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08/16/2023
Probabilistic Ray-Tracing Aided Positioning at mmWave frequencies
We consider the following positioning problem where several base station...
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02/20/2023
An application-oriented scheduler
We consider a multi-agent system where agents compete for the access to ...
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10/19/2021
User-Centric Federated Learning
Data heterogeneity across participating devices poses one of the main ch...
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09/30/2021
Low-Complexity Probabilistic Shaping for Coded Modulation
We introduce a new method for probabilistic shaping of coded modulation....
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04/24/2020
Asymptotically Achieving Centralized Rate on the Decentralized Network MISO Channel
In this paper, we analyze the high-SNR regime of the M x K Network MISO ...
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01/13/2020
DoF Region of the Decentralized MIMO Broadcast Channelx2014How many informed antennas do we need?
We study the impact of imperfect sharing of the Channel State Informatio...
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01/21/2019