In simulated GRB detection, quantum fingerprinting encoding consistently outperforms data reuploading, confirming that data encoding choice dominates QML performance.
Machine learning and the physical sciences,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
astro-ph.IM 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Comparing Quantum Machine Learning Approaches in Astrophysical Signal Detection
In simulated GRB detection, quantum fingerprinting encoding consistently outperforms data reuploading, confirming that data encoding choice dominates QML performance.