Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits

Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen +1

Data encoding remains a fundamental bottleneck in quantum machine learning, where amplitude encoding of high-dimensional classical vectors into quantum states incurs exponential co…