Terahertz (THz) radiation, which occupies the frequency band between microwaves and infrared light, is essential in many next ...
Floquet control uses time-periodic drives to engineer quantum systems, creating dynamic changes in material properties ...
This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...
Abstract: In this letter, we propose a hyperparameter optimization method for adaptive filtering based on deep unrolling, termed the deep unrolling affine projection (DAP) algorithm. The core idea is ...
Intrusion detection has been of prime concern in the Internet of Things (IoT) environment due to the rapid increase in cyber threats. Majority of traditional intrusion detection systems (IDSs) rely on ...
A progressive brain disease that affects memory and cognitive function is Alzheimer’s disease (AD). To put therapies in place that potentially slow the progression of AD, early diagnosis and detection ...
Abstract: Hyperparameter optimization (HPO) is crucial for federated learning (FL) performance. Given the inherent data heterogeneity across clients, recent research has focused on providing ...
In this paper, we propose a block-based hyperparameter optimization algorithm. Experiments on 6 state-of-the-art algorithms and 11 public datasets show that our method can significantly improve the ...
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