preference learning

Preference Learning in Assistive Robotics: Observational Repeated Inverse Reinforcement Learning MLHC 2018 Preference-Learning with Qualitative Agreement for Sentence Level Emotional Annotations Interspeech 2018 Probabilistic preference learning with the Mallows rank model JMLR 2018 Ranking Median Regression: Learning to Order through Local Consensus ALT 2018 Reward learning from human preferences and demonstrations in Atari NeurIPS 2018 The Limits of Maxing, Ranking, and Preference Learning ICML 2018 Active Preference-Based Learning of Reward Functions RSS 2017 ChoiceRank: Identifying Preferences from Node Traffic in Networks ICML 2017 Constructive Recommendation IJCAI 2017 Deep Reinforcement Learning from Human Preferences NeurIPS 2017 Dominance and Optimisation Based on Scale-Invariant Maximum Margin Preference Learning IJCAI 2017 Just Sort It! A Simple and Effective Approach to Active Preference Learning ICML 2017 Optimal Sample Complexity of M-wise Data for Top-K Ranking NeurIPS 2017 POPPONENT: Highly accurate, individually and socially efficient opponent preference model in bilateral multi issue negotiations (Extended Abstract) IJCAI 2017 Preferential Bayesian Optimization ICML 2017 Data-driven Rank Breaking for Efficient Rank Aggregation JMLR 2016 Learning Combinatorial Functions from Pairwise Comparisons COLT 2016 Preference Completion from Partial Rankings NeurIPS 2016 Retrieving Categorical Emotions Using a Probabilistic Framework to Define Preference Learning Samples Interspeech 2016 A Topic Modeling Approach to Ranking AISTATS 2015 Collaboratively Learning Preferences from Ordinal Data NeurIPS 2015 Copeland Dueling Bandits NeurIPS 2015 MRA-based Statistical Learning from Incomplete Rankings ICML 2015 Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data JMLR 2014 Large-margin Weakly Supervised Dimensionality Reduction ICML 2014