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Panagiotis Patsilinakos

3 accepted papers

2025

On the Distortion of Committee Election with 1-Euclidean Preferences and Few Distance Queries

AAAI 2025technical

We consider committee election of k >= 3 (out of m >= k + 1) candidates, where the voters and the candidates are associated with locations on the real line. Each voter’s cardinal preferences over candidates correspond to her distance to the candidate locations, and each voter’s cardinal preferences…

Cited by 3SourcePDFScholar
2025

Polynomial Time Learning Augmented Algorithms for NP-hard Permutation Problems

ICML 2025poster

We consider a learning augmented framework for NP-hard permutation problems. The algorithm has access to predictions telling, given a pair $u,v$ of elements, whether $u$ is before $v$ or not in an optimal solution. Building on the work of Braverman and Mossel (SODA 2008), we show that for a class of…

Cited by 2SourcePDFScholar
2022

Dimensionality and Coordination in Voting: The Distortion of STV

AAAI 2022technical

We study the performance of voting mechanisms from a utilitarian standpoint, under the recently introduced framework of metric-distortion, offering new insights along two main lines. First, if d represents the doubling dimension of the metric space, we show that the distortion of STV is O(d log log…

Cited by 9SourcePDFScholar