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mallows model

30 papers

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Co-occurring keywords

preference learning (418) probabilistic model (476) probabilistic modeling (852) ranking model (47) mixture model (262) ranking aggregation (27) sample complexity (1169) rank aggregation (53) pairwise comparison (187) probability distribution (265)

Papers

When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-Making AAAI 2024
Properties of the Mallows Model Depending on the Number of Alternatives: A Warning for an Experimentalist ICML 2023
Strategyproof Voting under Correlated Beliefs NIPS 2023
Truth-Tracking via Approval Voting: Size Matters AAAI 2022
On A Mallows-type Model For (Ranked) Choices NIPS 2022
Concentric mixtures of Mallows models for top-$k$ rankings: sampling and identifiability ICML 2021
The Smoothed Complexity of Computing Kemeny and Slater Rankings AAAI 2021
Private and Non-private Uniformity Testing for Ranking Data NIPS 2021
Putting a Compass on the Map of Elections IJCAI 2021
Learning sparse mixtures of permutations from noisy information COLT 2021
Aggregating Incomplete and Noisy Rankings AISTATS 2021
Identity testing for Mallows model NIPS 2021
Preference Elicitation as Average-Case Sorting AAAI 2021
Optimal Statistical Hypothesis Testing for Social Choice UAI 2020
Optimal Learning of Mallows Block Model COLT 2019
Mallows ranking models: maximum likelihood estimate and regeneration ICML 2019
Approximate Inference of Outcomes in Probabilistic Elections AAAI 2019
Mallows Models for Top-k Lists NIPS 2018
Probabilistic preference learning with the Mallows rank model JMLR 2018
Efficient Rank Aggregation via Lehmer Codes AISTATS 2017
Learning a Ground Truth Ranking Using Noisy Approval Votes IJCAI 2017
Assortment Optimization Under the Mallows model NIPS 2016
Learning Mixtures of Ranking Models NIPS 2014
Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data JMLR 2014
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows ICML 2014