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quant-ph2025
Demonstration of sequential processors with quantum advantage and analysis of classical performance limits
Shota Tateishi, Wenhao Wang, Baptiste Chevalier +3
In this paper, we theoretically and experimentally analyze sequential processors with limited communication between parts. We compare the expressivity of sequential quantum and cla…
quant-ph2024
Compressed sensing enhanced by quantum approximate optimization algorithm
Baptiste Chevalier, Wojciech Roga, Masahiro Takeoka
We present a framework to deal with a range of large scale compressive sensing problems using a quantum subroutine. We apply a quantum approximate optimization algorithm (QAOA) to…
quant-ph2023
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…