 PABBO: Preferential Amortized Black-Box OptimizationInternational Conference on Learning Representations (ICLR), 2025 |
 Optimizing Algorithms From Pairwise User PreferencesIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 |
 qEUBO: A Decision-Theoretic Acquisition Function for Preferential
Bayesian OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
 The Impact of Expertise in the Loop for Exploring Machine RationalityInternational Conference on Intelligent User Interfaces (IUI), 2023 |
 Towards Practical Preferential Bayesian Optimization with Skew Gaussian
ProcessesInternational Conference on Machine Learning (ICML), 2023 |
 Learning Choice Functions with Gaussian ProcessesConference on Uncertainty in Artificial Intelligence (UAI), 2023 |
 Preference Exploration for Efficient Bayesian Optimization with Multiple
OutcomesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
