Learning with Active Quantum Subspaces: Scalable Hybrid Advantage without Full Quantum Data-Encoding

Jeongho Bang, Wooyeong Song, Kyoungho Cho +2

We study whether quantum learning advantage can persist without fully embedding a large classical input into a highly superposed quantum state. To address this question, we introdu…