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News/Performance Evaluation of Ising and QUBO Variable Encodings in Boltzmann Machine Learning
arxiv
PublishedOctober 5, 2026 at 4:00 AM

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

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arXiv:2510.13210v2 Announce Type: replace Abstract: We compare Ising ({-1, +1}) and QUBO ({0, 1}) 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

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