preference learning

Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues ICML 2023 The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types AAAI 2023 The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values EMNLP 2023 Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes ICML 2023 When Can We Track Significant Preference Shifts in Dueling Bandits? NeurIPS 2023 A Dual Representation Framework for Robot Learning with Human Guidance CoRL 2022 A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity ICML 2022 Diversified Recommendations for Agents with Adaptive Preferences NeurIPS 2022 Exact Learning of Preference Structure: Single-peaked Preferences and Beyond ICML 2022 Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning NeurIPS 2022 Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits AISTATS 2022 Fast and Robust Rank Aggregation against Model Misspecification JMLR 2022 Inferring Lexicographically-Ordered Rewards from Preferences AAAI 2022 Integrating Bayesian network classifiers to deal with the partial label ranking problem PGM 2022 Interactively Learning Preference Constraints in Linear Bandits ICML 2022 Learning Inconsistent Preferences with Gaussian Processes AISTATS 2022 Learning Mixtures of Random Utility Models with Features from Incomplete Preferences IJCAI 2022 Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback NAACL 2022 MatRank: Text Re-ranking by Latent Preference Matrix EMNLP 2022 Obtaining Calibrated Probabilities with Personalized Ranking Models AAAI 2022 On A Mallows-type Model For (Ranked) Choices NeurIPS 2022 One for All: Simultaneous Metric and Preference Learning over Multiple Users NeurIPS 2022 Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits ICML 2022 Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes AISTATS 2022 PrefScore: Pairwise Preference Learning for Reference-free Summarization Quality Assessment COLING 2022