3 papers
quant-ph2025
Quantum neural networks facilitating quantum state classification
Diksha Sharma, Vivek Balasaheb Sabale, Thirumalai M. +1
The classification of quantum states into distinct classes poses a significant challenge. In this study, we address this problem using quantum neural networks in combination with a…
quant-ph2024
Harnessing Quantum Support Vector Machines for Cross-Domain Classification of Quantum States
Diksha Sharma, Vivek Balasaheb Sabale, Parvinder Singh +1
In the present study, we use cross-domain classification using quantum machine learning for quantum advantages to readdress the entanglement versus separability paradigm. The inher…
quant-ph2023
Quantum-inspired attribute selection algorithm: A Fidelity-based Quantum Decision Tree
Diksha Sharma, Parvinder Singh, Atul Kumar
A classical decision tree is completely based on splitting measures, which utilize the occurrence of random events in correspondence to its class labels in order to optimally segre…