92 citations · 588 across the 46 of their papers we have counts for
3 papers · 2 filters
Geometric measures of quantum nonlocality: characterization, quantification, and comparison by distances and operations
Gennaro Zanfardino, Wojciech Roga, Gianluigi Tartaglione +2
We introduce a geometric framework for studying Bell nonlocality in Hilbert space, where, for a given quantum state, nonlocality is quantified by the distance between the state and…
Fully Quantum Classifier
Wojciech Roga, Baptiste Chevalier, Masahiro Takeoka
In this paper we present a supervised machine learning quantum classifier. It consists of a quantum data re-uploading classifier with binary trainable parameters, the optimal value…
Sequential minimum optimization algorithm with small sample size estimators
Wojciech Roga, Takafumi Ono, Masahiro Takeoka
Sequential minimum optimization is a machine-learning global search training algorithm. It is applicable when the functional dependence of the cost function on a tunable parameter…