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Expressibility-induced Concentration of Quantum Neural Tangent Kernels
In particular, for global loss functions, we rigorously prove that high expressibility of both the global and local quantum encodings can lead to exponential concentration of quantum tangent kernel values to zero.
Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution
Finally, both the original model and the perturbed model are tested on regional examples, as validations of our models.
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