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20222025
most citedComputation and Complexity of Preference Inference Based on Hierarchical Models

7 citations · 8 across the 5 of their papers we have counts for

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5 papers

cs.LG2025

Probably Correct Optimal Stable Matching for Two-Sided Markets Under Uncertainty

Andreas Athanasopoulos, Anne-Marie George, Christos Dimitrakakis

We consider a learning problem for the stable marriage model under unknown preferences for the left side of the market. We focus on the centralized case, where at each time step, a…

cs.LO20241 cited

Towards Fast Algorithms for the Preference Consistency Problem Based on Hierarchical Models

Anne-Marie George, Nic Wilson, Barry O'Sullivan

In this paper, we construct and compare algorithmic approaches to solve the Preference Consistency Problem for preference statements based on hierarchical models. Instances of this…

cs.LO2024

Efficient Inference and Computation of Optimal Alternatives for Preference Languages Based On Lexicographic Models

Nic Wilson, Anne-Marie George

We analyse preference inference, through consistency, for general preference languages based on lexicographic models. We identify a property, which we call strong compositionality,…

cs.LO20247 cited

Computation and Complexity of Preference Inference Based on Hierarchical Models

Nic Wilson, Anne-Marie George, Barry O'Sullivan

Preference Inference involves inferring additional user preferences from elicited or observed preferences, based on assumptions regarding the form of the user's preference relation…

cs.GT2022

Single-Peaked Opinion Updates

Robert Bredereck, Anne-Marie George, Jonas Israel +1

We consider opinion diffusion for undirected networks with sequential updates when the opinions of the agents are single-peaked preference rankings. Our starting point is the study…