89 citations · 418 across the 28 of their papers we have counts for
5 papers · 1 filter
Learning quantum processes without input control
Marco Fanizza, Yihui Quek, Matteo Rosati
We introduce a general statistical learning theory for processes that take as input a classical random variable and output a quantum state. Our setting is motivated by the practica…
A learning theory for quantum photonic processors and beyond
Matteo Rosati
We consider the tasks of learning quantum states, measurements and channels generated by continuous-variable (CV) quantum circuits. This family of circuits is suited to describe op…
Performance of Coherent Frequency-Shift Keying for Classical Communication \\ on Quantum Channels
Matteo Rosati
We evaluate the performance of coherent frequency-shift keying (CFSK) alphabets for communication on quantum channels. We show that, contrarily to what previously thought, the squa…
Reinforcement-learning calibration of coherent-state receivers on variable-loss optical channels
Matias Bilkis, Matteo Rosati, John Calsamiglia
We study the problem of calibrating a quantum receiver for optical coherent states when transmitted on a quantum optical channel with variable transmissivity, a common model for lo…
Operating Fiber Networks in the Quantum Limit
Janis Nötzel, Matteo Rosati
We consider all-optical network evolution from a quantum perspective. We show that a use of optimal quantum receivers allows an estimated decrease in energy consumption of a…