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quant-ph2021
Quantum Annealing for Automated Feature Selection in Stress Detection
Rajdeep Kumar Nath, Himanshu Thapliyal, Travis S. Humble
We present a novel methodology for automated feature subset selection from a pool of physiological signals using Quantum Annealing (QA). As a case study, we will investigate the ef…
quant-ph2021
A Review of Machine Learning Classification Using Quantum Annealing for Real-world Applications
Rajdeep Kumar Nath, Himanshu Thapliyal, Travis S. Humble
Optimizing the training of a machine learning pipeline helps in reducing training costs and improving model performance. One such optimizing strategy is quantum annealing, which is…