Explainability in mechanism design: recent advances and the road ahead

SA Suryanarayana, D Sarne, S Kraus - European Conference on Multi …, 2022 - Springer
Designing and implementing explainable systems is seen as the next step towards
increasing user trust in, acceptance of and reliance on Artificial Intelligence (AI) systems …

Predicting privacy preferences for smart devices as norms

M Serramia, W Seymour, N Criado, M Luck - arXiv preprint arXiv …, 2023 - arxiv.org
Smart devices, such as smart speakers, are becoming ubiquitous, and users expect these
devices to act in accordance with their preferences. In particular, since these devices gather …

[PDF][PDF] Learning to Explain Voting Rules.

I Kang, Q Han, L Xia - AAMAS, 2023 - conference2023.eaamo.org
Voting is the most widely applied decision making method with application in every corner of
life, ranging from electing the government and congress to making high-stake decisions by …

[PDF][PDF] Voting by axioms

MC Schmidtlein, U Endriss - … of the 2023 International Conference on …, 2023 - ifaamas.org
There is a well-known mismatch between, on the one hand, seminal results in social choice
theory—the principled study of decision making in groups—saying that it is essentially …

Guide to Numerical Experiments on Elections in Computational Social Choice

N Boehmer, P Faliszewski, Ł Janeczko… - arXiv preprint arXiv …, 2024 - arxiv.org
We analyze how numerical experiments regarding elections were conducted within the
computational social choice literature (focusing on papers published in the IJCAI, AAAI, and …

[PDF][PDF] Voting by Axioms

MC Schmidtlein - Master's thesis. ILLC, University of Amsterdam, 2022 - eprints.illc.uva.nl
How should we decide on the outcome of an election? Social choice theory offers many
voting rules to answer this question, but also establishes various impossibility results …

Explaining the Lack of Locally Envy-Free Allocations

A Beynier, JG Mailly, N Maudet, A Wilczynski - ECAI 2024, 2024 - ebooks.iospress.nl
In fair division, local envy-freeness is a desirable property which has been thoroughly
studied in recent years. In this paper, we study explanations which can be given to explain …

Human Consideration in Analysis and Algorithms for Mechanism Design

SA Suryanarayana - European Conference on Multi-Agent Systems, 2022 - Springer
Mechanism Design, a domain characterized by economically motivated agents, is an
important tool in computer science and economics. Despite being extremely pervasive and …