Online Black-Box Prompt Optimization with Regret Guarantees under Noisy Feedback - Fang, Jinjie; You, Runwen; Shi, Wanli; Wang, Wenkang; Wang, Ganyu; Zhang, Haozhen; Chang, Yi; Gu, Bin (International Conference on Learning Representations, 2026)