research
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03/30/2023
Stochastic Dynamics of Noisy Average Consensus: Analysis and Optimization
A continuous-time average consensus system is a linear dynamical system ...
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03/29/2023
Ordinary Differential Equation-based Sparse Signal Recovery
This study investigates the use of continuous-time dynamical systems for...
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03/29/2023
Gradient Flow Decoding for LDPC Codes
The power consumption of the integrated circuit is becoming a significan...
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12/23/2022
Deep Unfolding-based Weighted Averaging for Federated Learning under Heterogeneous Environments
Federated learning is a collaborative model training method by iterating...
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05/03/2022