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Preference Learning

102 directly classified papers

Papers per year

Papers

PREME: Preference-based Meeting Exploration through an Interactive Questionnaire EACL 2023
Explaining Preferences with Shapley Values NIPS 2022
Inferring Lexicographically-Ordered Rewards from Preferences AAAI 2022
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes AISTATS 2022
Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation NIPS 2022
Neural Utility Functions AAAI 2021
Personalizing Individual Comfort in the Group Setting AAAI 2021
Uncertain Decisions Facilitate Better Preference Learning NIPS 2021
Preference Elicitation as Average-Case Sorting AAAI 2021
Top-k Ranking Bayesian Optimization AAAI 2021
GaSPing for Utility AAAI 2020
Axioms for Learning from Pairwise Comparisons NIPS 2020
Refining HTN Methods via Task Insertion with Preferences AAAI 2020
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences ACL 2020
Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning ACL 2019
Preference Based Adaptation for Learning Objectives NIPS 2018
Preference Completion from Partial Rankings NIPS 2016
Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach NIPS 2015
Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data JMLR 2014
Magnitude-sensitive preference formation` NIPS 2014
Relative Hidden Markov Models for Evaluating Motion Skill CVPR 2013
Random Utility Theory for Social Choice NIPS 2012
Active Learning Ranking from Pairwise Preferences with Almost Optimal Query Complexity NIPS 2011
Evaluating the inverse decision-making approach to preference learning NIPS 2011
A Data-Driven Approach to Modeling Choice NIPS 2009