Alz-QNet fits a variational quantum circuit to binarized Alzheimer's entorhinal-cortex gene-expression data, reading pairwise gene-interaction strengths from the fitted rotation angles.
Motivation: QML research in general has demonstrated better performance in term of generalization, expressivity, privacy and robustness (Konar et al., 2023c,a; Caro et al., 2022)
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Alz-QNet: A Quantum Regression Network for Studying Alzheimer's Gene Interactions
Alz-QNet fits a variational quantum circuit to binarized Alzheimer's entorhinal-cortex gene-expression data, reading pairwise gene-interaction strengths from the fitted rotation angles.