80 citations · 287 across the 31 of their papers we have counts for
3 papers · 2 filters
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…
Quantum Carry Lookahead Adders for NISQ and Quantum Image Processing
Himanshu Thapliyal, Edgard Muñoz-Coreas, Vladislav Khalus
Progress in quantum hardware design is progressing toward machines of sufficient size to begin realizing quantum algorithms in disciplines such as encryption and physics. Quantum c…
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…