Structured Unitary Tensor Network Representations for Circuit-Efficient Quantum Data Encoding

Guang Lin, Toshihisa Tanaka, Qibin Zhao

Encoding classical data into quantum states is a central bottleneck in quantum machine learning: many widely used encodings are circuit-inefficient, requiring deep circuits and sub…