Search Results for author: Li-Wei Yu

Found 1 papers, 0 papers with code

Expressibility-induced Concentration of Quantum Neural Tangent Kernels

no code implementations8 Nov 2023 Li-Wei Yu, Weikang Li, Qi Ye, Zhide Lu, Zizhao Han, Dong-Ling Deng

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.

Quantum Machine Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.