2 papers
cs.LG2023
Quantum-Based Feature Selection for Multi-classification Problem in Complex Systems with Edge Computing
Wenjie Liu, Junxiu Chen, Yuxiang Wang +3
The complex systems with edge computing require a huge amount of multi-feature data to extract appropriate insights for their decision making, so it is important to find a feasible…
quant-ph2023
A Unitary Weights Based One-Iteration Quantum Perceptron Algorithm for Non-Ideal Training Sets
Wenjie Liu, Peipei Gao, Yuxiang Wang +2
In order to solve the problem of non-ideal training sets (i.e., the less-complete or over-complete sets) and implement one-iteration learning, a novel efficient quantum perceptron…