{"total":19,"rows":[{"id":"2203.11382","title":"Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes","created":"2022-03-21","cited_by_count":42,"area":null},{"id":"2303.15746","title":"qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization","created":"2023-03-28","cited_by_count":23,"area":null},{"id":"2302.01513","title":"Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes","created":"2023-02-03","cited_by_count":19,"area":null},{"id":"2503.00924","title":"PABBO: Preferential Amortized Black-Box Optimization","created":"2025-03-02","cited_by_count":8,"area":null},{"id":"2110.09361","title":"Efficient Exploration in Binary and Preferential Bayesian Optimization","created":"2021-10-18","cited_by_count":5,"area":null},{"id":"2302.00406","title":"Learning Choice Functions with Gaussian Processes","created":"2023-02-01","cited_by_count":5,"area":null},{"id":"2308.04571","title":"Optimizing Algorithms From Pairwise User Preferences","created":"2023-08-08","cited_by_count":4,"area":null},{"id":"2406.14699","title":"Preferential Multi-Objective Bayesian Optimization","created":"2024-06-20","cited_by_count":3,"area":null},{"id":"2110.08217","title":"Choice functions based multi-objective Bayesian optimisation","created":"2021-10-15","cited_by_count":2,"area":null},{"id":"2302.05665","title":"The Impact of Expertise in the Loop for Exploring Machine Rationality","created":"2023-02-11","cited_by_count":1,"area":null},{"id":"2405.14657","title":"Anchor-Based Heteroscedastic Noise for Preferential Bayesian Optimization","created":"2024-05-23","cited_by_count":1,"area":null},{"id":"2501.18792","title":"Bayesian Optimization with Preference Exploration using a Monotonic Neural Network Ensemble","created":"2025-01-30","cited_by_count":1,"area":null},{"id":"2208.10300","title":"Efficient Contextual Preferential Bayesian Optimization with Historical Examples","created":"2022-08-22","cited_by_count":0,"area":null},{"id":"2311.14003","title":"Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandit","created":"2023-11-23","cited_by_count":0,"area":null},{"id":"2402.02687","title":"Poisson Process for Bayesian Optimization","created":"2024-02-05","cited_by_count":0,"area":null},{"id":"2512.14263","title":"DT-PBO: an Interpretable Tree-based Surrogate Model for Preferential Bayesian Optimization","created":"2025-12-16","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":"2605.12079","title":"Elicitation-Augmented Bayesian Optimization","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2610.14757","title":"Rethinking Opinion Measurement Interfaces for Human-in-the-Loop Optimization","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}