“Modeling Discrete-Time Option Pricing With Microstructure Noise A Gradient Boosting Framework for Binary Lattice Methods”. Frontiers in Business and AI, vol. 1, no. 1, Aug. 2026, pp. 33-57, https://doi.org/10.68471/fbai.2026.004.