10 citations · 32 across the 9 of their papers we have counts for
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quant-ph2023★ 10 cited
Qudit Machine Learning
Sebastián Roca-Jerat, Juan Román-Roche, David Zueco
We present a comprehensive investigation into the learning capabilities of a simple d-level system (qudit). Our study is specialized for classification tasks using real-world datab…
quant-ph2023★ 10 cited
Circuit Complexity through phase transitions: consequences in quantum state preparation
Sebastián Roca-Jerat, Teresa Sancho-Lorente, Juan Román-Roche +1
In this paper, we analyze the circuit complexity for preparing ground states of quantum many-body systems. In particular, how this complexity grows as the ground state approaches a…