Muhammad Bilal Zafar - Google Scholar

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	All	Since 2015
Citations	1616	1606
h-index	16	16
i10-index	18	18

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20142015201620172018201920207 43 91 174 306 596 385

Co-authors

Krishna P. GummadiHead, Networked Systems Group, MPI-SWSVerified email at mpi-sws.org
Manuel Gomez RodriguezTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS)Verified email at mpi-sws.org
Isabel ValeraSaarland University and Max Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Saptarshi GhoshDepartment of CSE, Indian Institute of Technology Kharagpur, IndiaVerified email at cse.iitkgp.ac.in
Adrian WellerPrincipal Research Fellow, Machine Learning, University of CambridgeVerified email at eng.cam.ac.uk
Niloy GangulyDepartment of CSE, Indian Institute of Technology, KharagpurVerified email at cse.iitkgp.ac.in
Juhi KulshresthaGESIS - Leibniz Institute for Social SciencesVerified email at mpi-sws.org
Motahhare EslamiUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Karrie KarahaliosUniversity of IllinoisVerified email at cs.uiuc.edu
Adish SinglaTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS), GermanyVerified email at mpi-sws.org
Aniket KatePurdue UniversityVerified email at purdue.edu
Hoda HeidariUniversity of PennsylvaniaVerified email at inf.ethz.ch
Naveen Kr. SharmaUniversity of WashingtonVerified email at cs.washington.edu
Mainack MondalAssistant Professor at Department of Computer Science and Engineering, IIT KharagpurVerified email at cse.iitkgp.ac.in
Alan MisloveProfessor of Computer Science, Northeastern UniversityVerified email at ccs.neu.edu
Bimal ViswanathAssistant Professor of Computer Science at Virginia TechVerified email at cs.vt.edu
Muhammad Ahmad BashirInternational Computer Science Institute (ICSI)Verified email at icsi.berkeley.edu
Pedro Moreno-SanchezPost-Doctoral ResearcherVerified email at tuwien.ac.at
Cristian Danescu-Niculescu-MizilAssociate Professor, Cornell UniversityVerified email at cs.cornell.edu
Junaid AliPhD Student, Max Planck Institute for Software Systems (MPI-SWS)Verified email at mpi-sws.org

Muhammad Bilal Zafar

Bosch Center for Artificial Intelligence

Verified email at mpi-sws.org - Homepage

Algorithmic Fairness Machine Learning Online Social Networks


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Fairness Constraints: Mechanisms for Fair Classification MB Zafar, I Valera, MG Rodriguez, KP Gummadi 20th International Conference on Artificial Intelligence and Statistics …, 2017	400	2017
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment MB Zafar, I Valera, MG Rodriguez, KP Gummadi 26th International World Wide Web Conference (WWW), 2017	392	2017
Inferring User Interests in the Twitter Social Network P Bhattacharya, MB Zafar, N Ganguly, S Ghosh, KP Gummadi 8th ACM Conference on Recommender Systems (RecSys), 2014	114	2014
From Parity to Preference-based Notions of Fairness in Classification MB Zafar, I Valera, MG Rodriguez, KP Gummadi, A Weller 31st Conference on Neural Information Processing Systems (NIPS), 2017	90	2017
Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media J Kulshrestha, M Eslami, J Messias, MB Zafar, S Ghosh, I Shibpur, ... 20th ACM Conference on Computer-Supported Cooperative Work and Social …, 2017	82	2017
A unified approach to quantifying algorithmic unfairness: Measuring individual &group unfairness via inequality indices T Speicher, H Heidari, N Grgic-Hlaca, KP Gummadi, A Singla, A Weller, ... Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018	81	2018
On Sampling the Wisdom of Crowds: Random vs. Expert Sampling of the Twitter Stream S Ghosh, MB Zafar, P Bhattacharya, N Sharma, N Ganguly, K Gummadi 22nd ACM International Conference on Information & Knowledge Management …, 2013	63	2013
Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning N Grgic-Hlaca, MB Zafar, KP Gummadi, A Weller 32nd AAAI Conference on Artificial Intelligence (AAAI-18), 2018	56	2018
The Case for Process Fairness in Learning: Feature Selection for Fair Decision Making N Grgic-Hlaca, MB Zafar, KP Gummadi, A Weller NIPS Symposium on ML and the Law, 2016	49	2016
Deep Twitter Diving: Exploring Topical Groups in Microblogs at Scale P Bhattacharya, S Ghosh, J Kulshrestha, M Mondal, MB Zafar, N Ganguly, ... 17th ACM Conference on Computer-Supported Cooperative Work & Social …, 2014	48	2014
Strength in Numbers: Robust Tamper Detection in Crowd Computations B Viswanath, MA Bashir, MB Zafar, S Bouget, S Guha, KP Gummadi, ... 2015 ACM Conference on Online Social Networks (COSN), 2015	41	2015
Listening to Whispers of Ripple: Linking Wallets and Deanonymizing Transactions in the Ripple Network P Moreno-Sanchez, MB Zafar, A Kate Privacy Enhancing Technologies Symposium (PETS), 2016	39	2016
Sampling Content from Online Social Networks: Comparing Random vs. Expert Sampling of the Twitter Stream MB Zafar, P Bhattacharya, N Ganguly, KP Gummadi, S Ghosh ACM Transactions on the Web (TWEB), 2015	37	2015
Characterizing Information Diets of Social Media Users J Kulshrestha, MB Zafar, LE Noboa, KP Gummadi, S Ghosh 9th International AAAI Conference on Web and Social Media (ICWSM), 2015	35	2015
Fairness Constraints: A Flexible Approach for Fair Classification. MB Zafar, I Valera, M Gomez-Rodriguez, KP Gummadi J. Mach. Learn. Res. 20 (75), 1-42, 2019	29	2019
Message Impartiality in Social Media Discussions MB Zafar, KP Gummadi, C Danescu-Niculescu-Mizil 10th International AAAI Conference on Web and Social Media (ICWSM), 2016	18	2016
Search bias quantification: investigating political bias in social media and web search J Kulshrestha, M Eslami, J Messias, MB Zafar, S Ghosh, KP Gummadi, ... Information Retrieval Journal 22 (1-2), 188-227, 2019	16	2019
On the Wisdom of Experts vs. Crowds: Discovering Trustworthy Topical News in Microblogs MB Zafar, P Bhattacharya, N Ganguly, S Ghosh, KP Gummadi 19th ACM Conference on Computer-Supported Cooperative Work & Social …, 2016	10	2016
On Fairness, Diversity and Randomness in Algorithmic Decision Making N Grgić-Hlača, MB Zafar, KP Gummadi, A Weller 4th Workshop on Fairness, Accountability, and Transparency in Machine …, 2017	6	2017
The Case for Temporal Transparency: Detecting Policy Change Events in Black-Box Decision Making Systems M Ferreira, MB Zafar, KP Gummadi 3rd Workshop on Fairness, Accountability, and Transparency in Machine …, 2016	5	2016

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