Cole Polytechnique F D Rale De Lausanne: Research Institution — Prolific Citations Library

Browse 4 peer-reviewed papers from Cole Polytechnique F D Rale De Lausanne spanning Algorithmic Fairness, Human Perception (2022–2025). Research powered by Prolific's high-quality participant data.

This page lists 4 peer-reviewed papers from researchers at Cole Polytechnique F D Rale De Lausanne in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (4 of 4)

Dimensions of diversity in human perceptions of algorithmic fairness

Authors: N Grgić-Hlača, G Lima, A Weller

Year: 2025

Published in: Proceedings of the 2nd ..., 2022 - dl.acm.org

Institution: Max Planck Institute, École Polytechnique Fédérale de Lausanne, University of Cambridge, The Alan Turing Institute

Research Area: Algorithmic Fairness, Human Perception, Diversity in AI Decision-Making

Discipline: Social Science, Artificial Intelligence

This study examines how sociodemographic factors and personal experience influence perceptions of fairness in algorithmic decision-making, particularly in bail decisions, highlighting the importance of diverse perspectives in regulatory oversight.

Methods: Explored perceptions of procedural fairness using surveys to assess the influence of demographics and personal experiences.

Key Findings: Impact of demographics (age, education, gender, race, political views) and personal experience on perceptions of fairness of algorithmic feature use in bail decisions.

DOI: 10.1145/3551624.3555306

Citations: 62
Are Large Language Models More Empathetic than Humans?

Authors: A Welivita, P Pu

Year: 2024

Published in: ArXiv

Institution: École Polytechnique Fédérale de Lausanne

Research Area: LLM, Empathy, Human-AI Interaction

Discipline: Artificial Intelligence, Human-Computer Interaction (HCI), Social Science
Evaluating Creative Short Story Generation in Humans and Large Language Models

Authors: Mete Ismayilzada1,2, Claire Stevenson3, Lonneke van der Plas

Year: 2024

Published in: ArXiv

Institution: Idiap Research Institute, University of Amsterdam, Università della Svizzera Italiana, École Polytechnique Fédérale de Lausanne

Research Area: Creative Story Generation, LLM Evaluation, Computational Creativity

Discipline: Artificial Intelligence, Natural Language Processing, Computational Creativity
Taking advice from (dis) similar machines: the impact of human-machine similarity on machine-assisted decision-making

Authors: N Grgić-Hlača, C Castelluccia

Year: 2022

Published in: Proceedings of the AAAI ..., 2022 - ojs.aaai.org

Institution: École Polytechnique Fédérale de Lausanne (EPFL), Inria

Research Area: Human-Computer Interaction (HCI), Algorithmic Decision-Making, Human-AI Collaboration

Discipline: Artificial Intelligence

DOI: https://doi.org/10.1609/hcomp.v10i1.21989

Citations: 22