bayesian optimization 1feature selection 1municipal policy optimization 1near-infrared spectroscopy 1partial least squares regression 1population growth modeling 1quadratic unconstrained binary optimization 1quantum annealing 1social indicator analysis 1wavelength selection 1
From the 2 of 3 linked papers with an AI index.
3 papers
stat.ML2026
Robust Wavelength Selection for Partial Least Squares Sugar Content Estimation Using Combinatorial Bayesian Optimization
Mitsunobu Kanebako, Ami S. Koshikawa, Masaru Hitomi +4
The paper proposes a combinatorial Bayesian optimization method for selecting wavelength regions in near‑infrared spectroscopy to improve sugar content prediction with partial leas…
quant-ph2026
QUBO-Based Optimization of Social Indicator Configurations for Working-Age Population Growth
Hayate Wada, Seiya Miyamoto, Tatsumasa Ogawa +3
The paper introduces a QUBO-based framework that models and optimizes combinations of municipal social indicators to predict and maximize working‑age population growth, using regre…
cond-mat.stat-mech2025
Typical reconstruction limit and phase transition of maximum entropy method
Masaru Hitomi, Masayuki Ohzeki
We investigate the dependence of the maximum entropy method (MEM) reconstruction performance on the default model. The maximum entropy method is a reconstruction technique that uti…