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Home/Authors/Ryan Gammon

Ryan Gammon

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

Vision×1AI×1ML×1Quantum Physics×1

Frequent co-authors

Sudip Vhaduri1×
Sayanton Dibbo1×

Research Timeline

2026
Do We Really Need Quantum Machine Learning?: A Multidimensional Empirical Study

This study empirically benchmarks classical and quantum machine learning models for image recognition, finding that while quantum models offer superior accuracy and resource efficiency at high dimensions, they incur higher computational runtime.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.AIcs.LGRecentMay 27, 2026

Do We Really Need Quantum Machine Learning?: A Multidimensional Empirical Study

Sudip Vhaduri, Ryan Gammon, Sayanton Dibbo

This study empirically benchmarks classical and quantum machine learning models for image recognition, finding that while quantum models offer superior accuracy and resource efficiency at high dimensi…

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