Publications
- 2026
- Khongkomolsakul, W., Buathong, P., Yang, E., Dadmohammadi, Y., Zhou, Y., Li, P., Yang, L., Frazier, P. & Abbaspourrad, A. (2026). Improving Thermal and Gastric Stability of Phytase via pH Shifting and Coacervation: A Demonstration of Bayesian Optimization for Rapid Process Tuning. Food Hydrocolloids, 174, 112296.
- 2025
- Buathong, P., & Frazier, P. I. (2025). Fast Bayesian Optimization of Function Networks with Partial Evaluations. In AutoML 2025 Methods Track.
- 2024
- Buathong, P., Wan, J., Astudillo, R., Daulton, S., Balandat, M., & Frazier, P. I. (2024). Bayesian Optimization of Function Networks with Partial Evaluations. In Forty-first International Conference on Machine Learning (ICML2024).
- 2021
- Buathong, P., & Krityakierne, T. (2021). Optimization models for efficient (T, r) broadcast domination in graphs. Symmetry, 13(6), 1028.
- 2020
- Buathong, P., & Krityakierne, T. (2020). Influence of heuristic search strategy for optimizing acquisition function in Bayesian combinatorial optimization. In Annual Pure and Applied Mathematics conference (pp. 252-263). Chulalongkorn University.
- Buathong, P., Ginsbourger, D., & Krityakierne, T. (2020). Kernels over sets of finite sets using RKHS embeddings, with application to Bayesian (combinatorial) optimization. In International Conference on Artificial Intelligence and Statistics (AISTATS2020) (pp. 2731-2741). PMLR.
