Improving FMQA via Initial Training Data Design Considering Marginal Bit Coverage in One-Hot Encoding

Taiga Hayashi, Yuya Seki, Kotaro Terada +3

Factorization machine with quadratic-optimization annealing (FMQA) is a black-box optimization method that combines a factorization machine (FM) surrogate with QUBO-based search by…