Showing quant-phShow all
2 papers · 1 filter
quant-ph2025
QuIRK: Quantum-Inspired Re-uploading KAN
Vinayak Sharma, Ashish Padhy, Lord Sen +4
Kolmogorov-Arnold Networks or KANs have shown the ability to outperform classical Deep Neural Networks, while using far fewer trainable parameters for regression problems on scient…
quant-ph2023
Metric Learning with Quantum Feature Spaces
Vinayak Sharma, Ashish Padhy, Sourav Behera +4
The dimensions of Hilbert space give quantum metric learning exponentially many mutually orthogonal states with which to separate classes, but the same exponential dimension…