2 papers
quant-ph2026
Quantum data loading from the learned shared structure of real signals
Pablo Herrero Gómez, Antonio Jimeno Morenilla, David Muñoz-Hernández +1
Preparing quantum states from classical data can cost more than the computation they serve; most loaders tailor a circuit to each input. Here we show that the signals of a real dat…
cs.LG2026
Spectral Phase Encoding for Quantum Kernel Methods
Pablo Herrero Gómez, Antonio Jimeno Morenilla, David Muñoz-Hernández +1
Quantum kernel methods are promising for near-term quantum ma- chine learning, yet their behavior under data corruption remains insuf- ficiently understood. We analyze how quantum…