Christopher Fulton

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design of experiments 1 multicollinearity 1 observational data 1 regression 1 response surface 1

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cs.PF2026

Classical $SU (2)$ Models Match or Exceed Shallow Variational Quantum Circuits on Vision Benchmarks

Christopher Fulton, Irene Tsapara, Lawrence Fulton

Quaternion-valued neural networks and variational quantum circuits (VQCs) both derive local transformations from $SU (2)$ geometry, yet their performance on classical super…

Classical SU(2) Models Match or Exceed Shallow Variational Quantum Circuits on Vision Benchmarks

Classical $SU (2)$ Models Match or Exceed Shallow Variational Quantum Circuits on Vision Benchmarks