SCSK Corporation (Japan)

Performance Evaluation of Ising and QUBO Variable Encodings in Boltzmann Machine Learning

We compare Ising ([Formula: see text]) and QUBO ([Formula: see text]) encodings for Boltzmann machine learning under controlled protocols that fix the sampler, optimizer, and learning-rate design within each comparison. Exploiting the identity that the Fisher information matrix (...