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20212026
most citedComputation and Complexity of Preference Inference Based on Hierarchical Models

7 citations · 11 across the 12 of their papers we have counts for

collaborators

12 papers

cs.GT2026

Cycles in Liquid Democracy: A Game-Theoretic Justification

Markus Brill, Rachael Colley, Anne-Marie George +3

A common criticism of liquid democracy within the relevant academic literature is that delegation cycles can occur, seemingly resulting in unused voting power. Yet, practitioners a…

cs.LG2026

Probably Correct Optimal Stable Matching under Two-Sided Uncertainty

Andreas Athanasopoulos, Anne-Marie George, Christos Dimitrakakis

We study a sequential learning problem for stable matchings in two-sided markets where preferences on both sides are initially unknown. We focus on a centralized setting where an a…

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.LO2024★ 1 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.LO2024★ 7 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…

math.ST2024

Hypergeometric Distribution Revisited: Tail Inequalities, Confidence Bounds and Sample Sizes

Anne-Marie George

We revisit and refine known tail inequalities and confidence bounds for the hypergeometric distribution, i.e., for the setting where we sample without replacement from a fixed popu…

cs.LG2023★ 1 cited

Eliciting Kemeny Rankings

Anne-Marie George, Christos Dimitrakakis

We formulate the problem of eliciting agents' preferences with the goal of finding a Kemeny ranking as a Dueling Bandits problem. Here the bandits' arms correspond to alternatives…

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…

cs.GT2021★ 1 cited

Liquid Democracy with Ranked Delegations

Markus Brill, Théo Delemazure, Anne-Marie George +2

Liquid democracy is a novel paradigm for collective decision-making that gives agents the choice between casting a direct vote or delegating their vote to another agent. We conside…

cs.LG2021★ 1 cited

Interactive Inverse Reinforcement Learning for Cooperative Games

Thomas Kleine Buening, Anne-Marie George, Christos Dimitrakakis

We study the problem of designing autonomous agents that can learn to cooperate effectively with a potentially suboptimal partner while having no access to the joint reward functio…

cs.AI2021

On Meritocracy in Optimal Set Selection

Thomas Kleine Buening, Meirav Segal, Debabrota Basu +2

Typically, merit is defined with respect to some intrinsic measure of worth. We instead consider a setting where an individual's worth is \emph{relative}: when a Decision Maker (DM…