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Grzegorz Pierczyński

6 accepted papers

2024

Evaluation of Project Performance in Participatory Budgeting

IJCAI 2024poster

We study ways of evaluating the performance of losing projects in participatory budgeting (PB) elections by seeking actions that would make them win. We focus on lowering their costs, obtaining additional approvals, and removing approvals for competing projects: The larger a change is needed, the l…

Cited by 4SourcePDFScholar
2024

Guide to Numerical Experiments on Elections in Computational Social Choice

IJCAI 2024poster

We analyze how numerical experiments regarding elections were conducted within computational social choice literature (focusing on papers published in the IJCAI, AAAI, and AAMAS conferences). We analyze the sizes of the studied elections and the methods of generating preference data, thereby making…

2024

Independence of Irrelevant Alternatives under the Lens of Pairwise Distortion

AAAI 2024technical

We give a quantitative analysis of the independence of irrelevant alternatives (IIA) axiom. IIA says that the society's preference between x and y should depend only on individual preferences between x and y: we show that, in several contexts, if the individuals express their preferences about addit…

Cited by 0SourcePDFScholar
2023

Participatory Budgeting: Data, Tools and Analysis

IJCAI 2023poster

We provide a library of participatory budgeting data (Pabulib) and open source tools (Pabutools and Pabustats) for analysing this data. We analyse how the results of participatory budgeting elections would change if a different selection rule was applied. We provide evidence that the outc…

Cited by 26SourcePDFScholar
2021

Market-Based Explanations of Collective Decisions

AAAI 2021technical

We consider approval-based committee elections, in which a size-k subset of available candidates must be selected given approval sets for each voter, indicating the candidates approved by the voter. A number of axioms capturing ideas of fairness and proportionality have been proposed for this framew…

Cited by 29SourcePDFScholar
2021

Proportional Participatory Budgeting with Additive Utilities

NeurIPS 2021poster

We study voting rules for participatory budgeting, where a group of voters collectively decides which projects should be funded using a common budget. We allow the projects to have arbitrary costs, and the voters to have arbitrary additive valuations over the projects. We formulate two axioms that g…

Cited by 129SourcePDFScholar