Pre-training and in-context learning IS Bayesian inference a la De Finetti. - Naimeng Ye; Hanming Yang; Andrew Siah; Hongseok Namkoong (CoRR, 2024)

PersonalLLM: Tailoring LLMs to Individual Preferences. - Thomas P. Zollo; Andrew Wei Tung Siah; Naimeng Ye; Ang Li; Hongseok Namkoong (ICLR, 2025)

Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian Framework. - Thomson Yen; Andrew Wei Tung Siah; Haozhe Chen; Tianyi Peng; Daniel Guetta; Hongseok Namkoong (CoRR, 2025)