Quantum Classification through Tournament Voting for Robust Single-Shot Inference

Anastasja D. Helgesen, Jan-Åke Larsson, Michael Felsberg

Quantum machine learning (QML) promises powerful classification capabilities, but suffers from fragile output encodings and high sampling demands -- especially in multiclass settin…