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Krzysztof Sornat

13 accepted papers

2026

Agreement, Diversity, and Polarization Indices for Approval Elections

IJCAI 2026

An index is a function that measures the extent to which an election has a particular feature. We seek indices that capture agreement, diversity, and polarization among voters in approval elections, normalized with respect to saturation. The latter means that if two elections differ by the fraction

Cited by 0Scholar
2026

Diversity of Structured Domains via k-Kemeny Scores

AAAI 2026technical

In the k-Kemeny problem, we are given an ordinal election, i.e., a collection of votes ranking the candidates from best to worst, and we seek the smallest number of swaps of adjacent candidates that ensure that the election has at most k different rankings. We study this problem for a number of stru

Cited by 0SourcePDFScholar
2025

Participatory Budgeting Project Strength via Candidate Control

IJCAI 2025

We study the complexity of candidate control in participatory budgeting elections. The goal of constructive candidate control is to ensure that a given candidate wins by either adding or deleting candidates from the election (in the destructive setting, the goal is to prevent a given candidate from

Cited by 0SourcePDFScholar
2024

Aggregation of Continuous Preferences in One Dimension

IJCAI 2024poster

We develop a general, formal model of social choice in which voters have continuous preferences over a one-dimensional space. Our model is parameterized by different restrictions that we introduce regarding the way voter preferences change in time as well as the optimization criteria (that correspon…

Cited by 0SourcePDFScholar
2023

An Experimental Comparison of Multiwinner Voting Rules on Approval Elections

IJCAI 2023poster

In this paper, we experimentally compare major approval based multiwinner voting rules. To this end, we define a measure of similarity between two equal sized committees subject to a given election. Using synthetic elections coming from several distributions, we analyze how similar are the committee…

2023

Diversity, Agreement, and Polarization in Elections

IJCAI 2023poster

We consider the notions of agreement, diversity, and polarization in ordinal elections (that is, in elections where voters rank the candidates). While (computational) social choice offers good measures of agreement between the voters, such measures for the other two notions are lacking. We attempt t…

2022

How to Sample Approval Elections?

IJCAI 2022poster

We extend the map-of-elections framework to the case of approval elections. While doing so, we study a number of statistical cultures, including some new ones, and we analyze their properties. We find that approval elections can be understood in terms of the average number of approvals in the votes,…

Cited by 23SourcePDFScholar
2022

Near-Tight Algorithms for the Chamberlin-Courant and Thiele Voting Rules

IJCAI 2022poster

We present an almost optimal algorithm for the classic Chamberlin-Courant multiwinner voting rule (CC) on single-peaked preference profiles. Given n voters and m candidates, it runs in almost linear time in the input size improving the previous best O(nm^2) time algorithm. We also study multiwinner…

Cited by 11SourcePDFScholar
2022

The Complexity of Subelection Isomorphism Problems

AAAI 2022technical

We study extensions of the Election Isomorphism problem, focused on the existence of isomorphic subelections. Specifically, we propose the Subelection Isomorphism and the Maximum Common Subelection problems and study their computational complexity and approximability. Using our problems in experimen…

2020

Tight Approximation for Proportional Approval Voting

IJCAI 2020poster

In approval-based multiwinner elections, we are given a set of voters, a set of candidates, and, for each voter, a set of candidates approved by the voter. The goal is to find a committee of size k that maximizes the total utility of the voters. In this paper, we study approximability of Thiele rule…

Cited by 0SourcePDFScholar