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plackett-luce model

31 papers

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Co-occurring keywords

preference learning (418) maximum likelihood estimation (233) pairwise comparison (187) ranking model (47) mixture model (262) rank aggregation (53) spectral algorithm (51) partial order (19) generalized method of moment (9) random utility model (11)

Papers

Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons ICML 2023
Efficient and Accurate Learning of Mixtures of Plackett-Luce Models AAAI 2023
Learning Mixtures of Random Utility Models with Features from Incomplete Preferences IJCAI 2022
Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness (Extended Abstract) IJCAI 2022
Deep Spectral Ranking AISTATS 2021
Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model AAAI 2021
Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model AISTATS 2021
Preference Elicitation as Average-Case Sorting AAAI 2021
Monocular Depth Estimation via Listwise Ranking Using the Plackett-Luce Model CVPR 2021
Preselection Bandits ICML 2020
From PAC to Instance-Optimal Sample Complexity in the Plackett-Luce Model ICML 2020
Fast and Accurate Ranking Regression AISTATS 2020
Learning Rich Rankings NIPS 2020
Learning Plackett-Luce Mixtures from Partial Preferences AAAI 2019
PAC Battling Bandits in the Plackett-Luce Model ALT 2019
Variational Inference from Ranked Samples with Features ACML 2019
Learning Mixtures of Plackett-Luce Models from Structured Partial Orders NIPS 2019
Near-Neighbor Methods in Random Preference Completion AAAI 2019
Generalized Rank-Breaking: Computational and Statistical Tradeoffs JMLR 2018
Composite Marginal Likelihood Methods for Random Utility Models ICML 2018
Optimal Sample Complexity of M-wise Data for Top-K Ranking NIPS 2017
Learning Mixtures of Plackett-Luce Models ICML 2016
Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach NIPS 2015
Fast and Accurate Inference of Plackett–Luce Models NIPS 2015
Minimax-optimal Inference from Partial Rankings NIPS 2014