Joshua Wolff Anderson
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  • About Me
  • News
    • Successfully defended dissertation proposal!
    • Successfully passed ISP comprehensive exam!
    • Successfully passed ISP preliminary exam!
  • Publications
    • Algorithmic individual fairness and healthcare: a scoping review
    • The Effect of Enforcing Fairness on Reshaping Explanations in Machine Learning Models
    • Measuring and Reducing Racial Bias in a Pediatric Urinary Tract Infection Model
    • An R package for parametric estimation of causal effects
    • A Topic Modeling Approach to Classifying Open Street Map Health Clinics and Schools in Sub-Saharan Africa
    • CausalModels: An R Library for Estimating Causal Effects
  • Talks
    • Topics in Artificial Intelligence: Mechanistic Interpretability
    • Topics in Machine Learning: Algorithmic Fairness
    • Topics in Machine Learning: Algorithmic Fairness
    • Topics in Data Science: Causal Inference
  • Teaching
    • Data Structures and Algorithms, Teaching Assistant
    • Data Structures and Algorithms, Teaching Assistant
    • Machine Learning for Manageers, Teaching Assistant
    • Statistical Models For Business, Teaching Assistant

The Effect of Enforcing Fairness on Reshaping Explanations in Machine Learning Models

Jan 1, 2025·
Joshua Wolff Anderson
,
Shyam Visweswaran
· 0 min read
Type
Journal article
Publication
arXiv preprint arXiv:2512.02265
publications
Last updated on Apr 18, 2026
← Algorithmic individual fairness and healthcare: a scoping review Jan 1, 2025
Measuring and Reducing Racial Bias in a Pediatric Urinary Tract Infection Model Jan 1, 2024 →

© 2026 University of Pittsburgh. This work is licensed under CC BY NC ND 4.0

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