{"total":19,"rows":[{"id":"2403.12948","title":"On Safety in Safe Bayesian Optimization","created":"2024-03-19","cited_by_count":15,"area":null},{"id":"2403.12732","title":"Tighter Confidence Bounds for Sequential Kernel Regression","created":"2024-03-19","cited_by_count":8,"area":null},{"id":"2405.18621","title":"Multi-Armed Bandits with Network Interference","created":"2024-05-28","cited_by_count":8,"area":null},{"id":"2410.16692","title":"Lower Bounds for Time-Varying Kernelized Bandits","created":"2024-10-22","cited_by_count":5,"area":null},{"id":"2312.01386","title":"On the Suboptimality of GP-UCB under Polynomial Effective Optimism","created":"2023-12-03","cited_by_count":4,"area":null},{"id":"2508.01681","title":"Generalized Kernelized Bandits: A Novel Self-Normalized Bernstein-Like Dimension-Free Inequality and Regret Bounds","created":"2025-08-03","cited_by_count":4,"area":null},{"id":"2511.03606","title":"Vector-valued self-normalized concentration inequalities beyond sub-Gaussianity","created":"2025-11-05","cited_by_count":4,"area":null},{"id":"2501.07046","title":"Differentially Private Kernelized Contextual Bandits","created":"2025-01-13","cited_by_count":3,"area":null},{"id":"2508.06483","title":"A variational approach to dimension-free self-normalized concentration","created":"2025-08-08","cited_by_count":2,"area":null},{"id":"2406.03264","title":"No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints","created":"2024-06-05","cited_by_count":1,"area":null},{"id":"2408.16307","title":"Safe Bayesian Optimization for Complex Control Systems via Additive Gaussian Processes","created":"2024-08-29","cited_by_count":0,"area":null},{"id":"2505.13012","title":"Asymptotic Performance of Time-Varying Bayesian Optimization","created":"2025-05-19","cited_by_count":0,"area":null},{"id":"2506.03898","title":"Kernel conditional tests from learning-theoretic bounds","created":"2025-06-04","cited_by_count":0,"area":null},{"id":"2509.25051","title":"Symmetry-Aware Bayesian Optimization via Max Kernels","created":"2025-09-29","cited_by_count":0,"area":null},{"id":"2511.09144","title":"Practical Global and Local Bounds in Gaussian Process Regression via Chaining","created":"2025-11-12","cited_by_count":0,"area":null},{"id":"2604.25025","title":"A Finite Time Analysis of Thompson Sampling for Bayesian Optimization with Preferential Feedback","created":"2026-04-27","cited_by_count":0,"area":null},{"id":"2605.05967","title":"Sharper Guarantees for Misspecified Kernelized Bandit Optimization","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2605.22561","title":"Regret-Based $(\\epsilon,\\delta)$-optimal Stopping Criteria for Bayesian Optimization","created":"2026-05-21","cited_by_count":0,"area":null},{"id":"2610.16187","title":"Exploration strategies for Gaussian process bandit optimization with inference regret guarantees","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}