Muhammad Bilal Zafar

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	Alles	Sinds 2016
Citaties	2105	2026
h-index	17	17
i10-index	18	18

780

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201420152016201720182019202020216 43 94 176 305 580 764 100

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Krishna P. GummadiHead, Networked Systems Group, MPI-SWSGeverifieerd e-mailadres voor mpi-sws.org
Manuel Gomez RodriguezTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS)Geverifieerd e-mailadres voor mpi-sws.org
Isabel ValeraSaarland University and Max Planck Institute for Intelligent SystemsGeverifieerd e-mailadres voor tuebingen.mpg.de
Saptarshi GhoshDepartment of CSE, Indian Institute of Technology Kharagpur, IndiaGeverifieerd e-mailadres voor cse.iitkgp.ac.in
Adrian WellerPrincipal Research Fellow, Machine Learning, University of CambridgeGeverifieerd e-mailadres voor eng.cam.ac.uk
Niloy GangulyDepartment of CSE, Indian Institute of Technology, KharagpurGeverifieerd e-mailadres voor cse.iitkgp.ac.in
Juhi KulshresthaGESIS - Leibniz Institute for Social SciencesGeverifieerd e-mailadres voor mpi-sws.org
Adish SinglaTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS), GermanyGeverifieerd e-mailadres voor mpi-sws.org
Motahhare EslamiCarnegie Mellon UniversityGeverifieerd e-mailadres voor andrew.cmu.edu
Karrie KarahaliosUniversity of IllinoisGeverifieerd e-mailadres voor cs.uiuc.edu
Aniket KatePurdue UniversityGeverifieerd e-mailadres voor purdue.edu
Parantapa BhattacharyaPostdoctoral Associate, Biocomplexity Institute & Initiative, University of VirginiaGeverifieerd e-mailadres voor virginia.edu
Hoda HeidariUniversity of PennsylvaniaGeverifieerd e-mailadres voor inf.ethz.ch
Naveen Kr. SharmaUniversity of WashingtonGeverifieerd e-mailadres voor cs.washington.edu
Mainack MondalAssistant Professor at Department of Computer Science and Engineering, IIT KharagpurGeverifieerd e-mailadres voor cse.iitkgp.ac.in
Pedro Moreno-SanchezAssistant Research ProfessorGeverifieerd e-mailadres voor imdea.org
Alan MisloveProfessor of Computer Science, Northeastern UniversityGeverifieerd e-mailadres voor ccs.neu.edu
Bimal ViswanathAssistant Professor of Computer Science at Virginia TechGeverifieerd e-mailadres voor cs.vt.edu
Muhammad Ahmad BashirInternational Computer Science Institute (ICSI)Geverifieerd e-mailadres voor icsi.berkeley.edu
Cristian Danescu-Niculescu-MizilAssociate Professor, Cornell UniversityGeverifieerd e-mailadres voor cs.cornell.edu

Muhammad Bilal Zafar

Amazon Web Services

Geverifieerd e-mailadres voor mpi-sws.org - Homepage

Algorithmic Fairness Interpretability


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
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	525	2017
Fairness Constraints: Mechanisms for Fair Classification MB Zafar, I Valera, MG Rodriguez, KP Gummadi 20th International Conference on Artificial Intelligence and Statistics …, 2017	524	2017
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	124	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	117	2014
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	109	2018
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	108	2017
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	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	72	2013
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	71	2019
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	66	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	49	2014
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	46	2016
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	45	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	41	2015
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	40	2015
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), 188-227, 2019	26	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	23	2016
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	13	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	9	2017
Loss-aversively fair classification J Ali, MB Zafar, A Singla, KP Gummadi Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 211-218, 2019	7	2019

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