Nina Grgić-Hlača

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Citations	367	367
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i10-index	5	5

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201720182019202020215 23 134 171 33

Co-authors

Krishna P. GummadiHead, Networked Systems Group, MPI-SWSVerified email at mpi-sws.org
Adrian WellerPrincipal Research Fellow, Machine Learning, University of CambridgeVerified email at eng.cam.ac.uk
Muhammad Bilal ZafarAmazon Web ServicesVerified email at mpi-sws.org
Elissa M. RedmilesFaculty Member & Research Group Leader, Max Planck Institute for Software SystemsVerified email at mpi-sws.org
Hoda HeidariUniversity of PennsylvaniaVerified email at inf.ethz.ch
Adish SinglaTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS), GermanyVerified email at mpi-sws.org
Till SpeicherPhD student, Planck Institute for Software Systems (MPI-SWS)Verified email at mpi-sws.org
Preethi LahotiPhD student @ Max Planck Institute for InformaticsVerified email at mpi-inf.mpg.de
Davor LaucThe Chair of Logic, Faculty of Humanities and Social Sciences, University of ZagrebVerified email at ffzg.hr
Sandro SkansiAssistant Professor of Logic, University of ZagrebVerified email at hrstud.hr
Meeyoung ChaKAIST & IBSVerified email at kaist.ac.kr
Gabriel LimaKAISTVerified email at kaist.ac.kr

Nina Grgić-Hlača

PhD Student, Max Planck Institute for Software Systems (MPI-SWS)

Verified email at mpi-sws.org - Homepage

Algorithmic Fairness Human-Centered AI Social Computing


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A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices T Speicher, H Heidari, N Grgić-Hlača, KP Gummadi, A Singla, A Weller, ... Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018	109	2018
Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning N Grgić-Hlača, MB Zafar, KP Gummadi, A Weller Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence …, 2018	81	2018
Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction N Grgić-Hlača, EM Redmiles, KP Gummadi, A Weller Proceedings of the 2018 WWW Conference, 2018	78	2018
The Case for Process Fairness in Learning: Feature Selection for Fair Decision Making N Grgić-Hlača, MB Zafar, KP Gummadi, A Weller NIPS Symposium on Machine Learning and the Law, 2016	66	2016
Human Decision Making with Machine Assistance: An Experiment on Bailing and Jailing N Grgić-Hlača, C Engel, KP Gummadi CSCW 2019, 2019	10*	2019
An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision H Wang, N Grgic-Hlaca, P Lahoti, KP Gummadi, A Weller arXiv preprint arXiv:1910.10255, 2019	9	2019
On Fairness, Diversity and Randomness in Algorithmic Decision Making N Grgić-Hlača, MB Zafar, KP Gummadi, A Weller arXiv preprint arXiv:1706.10208, 2017	9	2017
Human-Centered Approaches to Fair and Responsible AI MK Lee, N Grgić-Hlača, MC Tschantz, R Binns, A Weller, M Carney, ... Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing …, 2020	4	2020
Dimensions of Diversity in Human Perceptions of Algorithmic Fairness N Grgić-Hlača, A Weller, EM Redmiles arXiv preprint arXiv:2005.00808, 2020	1	2020
Human Perceptions on Moral Responsibility of AI: A Case Study in AI-Assisted Bail Decision-Making G Lima, N Grgić-Hlača, M Cha arXiv preprint arXiv:2102.00625, 2021		2021
Automatic Item Generation for Elementary Logic Quizzes via Markov Logic Networks D Lauc, N Grgić-Hlača, S Skansi User-Centered Design Strategies for Massive Open Online Courses (MOOCs), 177-186, 2016		2016
Exercises and Solutions-Logic I D Lauc, N Grgić-Hlača Ibis grafika, 2013		2013

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