2 papers
quant-ph2026
Dimensionality Reduction of QAOA Parameter Space with Kernel PCA for Max-Cut
Sidharth Brahmandam, Vayd Ramkumar
The Quantum Approximate Optimization Algorithm (QAOA) is a leading variational algorithm for combinatorial optimization on near term quantum devices. As circuit depth increases, th…
eess.IV2024
Analyzing the Effect of -Space Features in MRI Classification Models
Pascal Passigan, Vayd Ramkumar
The integration of Artificial Intelligence (AI) in medical diagnostics is often hindered by model opacity, where high-accuracy systems function as "black boxes" without transparent…