Continual Quantum Architecture Search with Tensor-Train Encoding: Theory and Applications to Signal Processing

Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen +3

We introduce CL-QAS, a continual quantum architecture search framework that mitigates the challenges of costly amplitude encoding and catastrophic forgetting in variational quantum…