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quant-ph2026
Classical training of conditional instantaneous quantum polynomial-time Born machines
Oriol Balló-Gimbernat, Emiliano Tolotti, Laia Domingo +2
Instantaneous quantum polynomial-time (IQP) Born machines are attractive quantum generative models, as certain IQP circuit families are conjectured to be hard to sample, yet they c…
quant-ph2026
Diagnosing quantum reservoirs at scale based on expressivity and coverage
Laia Domingo, Oriol Balló-Gimbernat, Fernando Vilariño
Quantum reservoirs offer a hardware-friendly route to quantum machine learning, replacing trainable circuits with fixed random dynamics and a classical readout. Because the reservo…