 Sample Efficient Preference Alignment in LLMs via Active Exploration Viraj Mehta Vikramjeet Das Ojash Neopane Yijia Dai Ilija Bogunovic Ilija Bogunovic Willie Neiswanger Stefano Ermon Jeff Schneider Willie Neiswanger |
 Adversarial Causal Bayesian OptimizationInternational Conference on Learning Representations (ICLR), 2023 |
 Movement Penalized Bayesian Optimization with Application to Wind Energy
SystemsNeural Information Processing Systems (NeurIPS), 2022 |
 Robust Multi-Objective Bayesian Optimization Under Input NoiseInternational Conference on Machine Learning (ICML), 2022 |
 Misspecified Gaussian Process Bandit OptimizationNeural Information Processing Systems (NeurIPS), 2021 |
