2 papers
quant-ph2024
Machine Learning and Quantum Intelligence for Health Data Scenarios
Sanjeev Naguleswaran
The advent of quantum computing has opened new possibilities in data science, offering unique capabilities for addressing complex, data-intensive problems. Traditional machine lear…
quant-ph2024
Quantum Machine Learning: Quantum Kernel Methods
Sanjeev Naguleswaran
Quantum algorithms based on quantum kernel methods have been investigated previously [1]. A quantum advantage is derived from the fact that it is possible to construct a family of…