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M. B. Zafar

23 papers hereh-index 265.5k citations52 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author12
  • last author4

Across the 21 of 23 papers where every author was matched, so the position is known.

fields
  • stat.ML9
  • cs.LG7
  • cs.CL3
  • cs.SI2
  • cs.AI1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedFairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

626 citations · 1.5k across the 21 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.IR2022★ 1 cited

What You Like: Generating Explainable Topical Recommendations for Twitter Using Social Annotations

Parantapa Bhattacharya, Saptarshi Ghosh, Muhammad Bilal Zafar +2

With over 500 million tweets posted per day, in Twitter, it is difficult for Twitter users to discover interesting content from the deluge of uninteresting posts. In this work, we…

cs.LG2022★ 5 cited

Diverse Counterfactual Explanations for Anomaly Detection in Time Series

Deborah Sulem, Michele Donini, Muhammad Bilal Zafar +6

Data-driven methods that detect anomalies in times series data are ubiquitous in practice, but they are in general unable to provide helpful explanations for the predictions they m…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.