random utility model

Leveraging Sparsity for Sample-Efficient Preference Learning: A Theoretical Perspective ICML 2025 Tight Bounds for Learning RUMs from Small Slates NeurIPS 2024 Approximating a RUM from Distributions on k-Slates AISTATS 2023 Learning Mixtures of Random Utility Models with Features from Incomplete Preferences IJCAI 2022 RUMs from Head-to-Head Contests ICML 2022 Light RUMs ICML 2021 Top-k Ranking Bayesian Optimization AAAI 2021 Axioms for Learning from Pairwise Comparisons NeurIPS 2020 Best-item Learning in Random Utility Models with Subset Choices AISTATS 2020 Composite Marginal Likelihood Methods for Random Utility Models ICML 2018 Computing Parametric Ranking Models via Rank-Breaking ICML 2014 Generalized Random Utility Models with Multiple Types NeurIPS 2013