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Zafar, Muhammad Bilal
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1

Explaining Multiclass Classifiers with Categorical Values: ..:

, In: Trustworthy Machine Learning for Healthcare; Lecture Notes in Computer Science,
Franceschi, Luca ; Zor, Cemre ; Zafar, Muhammad Bilal... - p. 11-24 , 2023
Link: https://doi.org/10.1007/..
 
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2

Hands-on Tutorial: "Explanations in AI: Methods, Stakeholde..:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Mayer, Mia C. ; Zafar, Muhammad Bilal ; Franceschi, Luca. - p. 5783-5785 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Involvement of Women in Islamic Finance in Pakistan: Challe..:

, In: Advances in Logistics, Operations, and Management Science; Strategies and Applications of Islamic Entrepreneurship,
Nasir, Nazia ; Zafar, Muhammad Bilal ; Nawaz, Muhammad - p. 136-152 , 2023
Link: https://doi.org/10.4018/..
 
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4

Does corporate social responsibility yield financial return..:

Zafar, Muhammad Bilal ; Sulaiman, Ahmad Azam ; Nawaz, Muhammad
Social Responsibility Journal.  18 (2022)  7 - p. 1285-1310 , 2022
Link: https://doi.org/10.1108/..
 
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5

FinLex: An effective use of word embeddings for financial l..:

Das, Sanjiv R. ; Donini, Michele ; Zafar, Muhammad Bilal..
The Journal of Finance and Data Science.  8 (2022)  - p. 1-11 , 2022
Link: https://doi.org/10.1016/..
 
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6

Amazon SageMaker Model Monitor: A System for Real-Time Insi..:

, In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Nigenda, David ; Karnin, Zohar ; Zafar, Muhammad Bilal... - p. 3671-3681 , 2022
Link: https://dl.acm.org/doi/1..
 
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7

Amazon SageMaker Clarify: Machine Learning Bias Detection a..:

, In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining,
Hardt, Michaela ; Chen, Xiaoguang ; Cheng, Xiaoyi... - p. 2974-2983 , 2021
Link: https://dl.acm.org/doi/1..
 
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8

Fair Bayesian Optimization:

, In: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society,
Perrone, Valerio ; Donini, Michele ; Zafar, Muhammad Bilal... - p. 854-863 , 2021
Link: https://dl.acm.org/doi/1..
 
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9

Islamic Banking in Pakistan: Emergence, Growth, and Prospec..:

, In: Growth and Emerging Prospects of International Islamic Banking; Advances in Finance, Accounting, and Economics,
Zafar, Muhammad Bilal ; Sulaiman, Ahmad Azam - p. 61-77 , 2020
Link: https://doi.org/10.4018/..
 
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10

CSR narrative under Islamic banking paradigm:

Zafar, Muhammad Bilal ; Sulaiman, Ahmad Azam
Social Responsibility Journal.  17 (2020)  1 - p. 15-29 , 2020
Link: https://doi.org/10.1108/..
 
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11

Discrimination in algorithmic decision making 

from principles to measures and mechanisms 
Zafar, Muhammad Bilal , February 2019
Link: http://nbn-resolving.de/..
 
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12

Loss-Aversively Fair Classification:

, In: Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society,
Ali, Junaid ; Zafar, Muhammad Bilal ; Singla, Adish. - p. 211-218 , 2019
Link: https://dl.acm.org/doi/1..
 
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13

A Unified Approach to Quantifying Algorithmic Unfairness ..:

, In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining,
Speicher, Till ; Heidari, Hoda ; Grgic-Hlaca, Nina... - p. 2239-2248 , 2018
Link: https://dl.acm.org/doi/1..
 
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14

Corporate social responsibility and Islamic banks: a system..:

Zafar, Muhammad Bilal ; Sulaiman, Ahmad Azam
Management Review Quarterly.  69 (2018)  2 - p. 159-206 , 2018
Link: https://doi.org/10.1007/..
 
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15

Search bias quantification: investigating political bias in..:

Kulshrestha, Juhi ; Eslami, Motahhare ; Messias, Johnnatan...
Information Retrieval Journal.  22 (2018)  1-2 - p. 188-227 , 2018
Link: https://doi.org/10.1007/..
 
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