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Parvati Neelakantan

Indian Institute of Technology (IIT), Kanpur

Kalyanpur

Kanpur

Kanpur , IN 208016

India

  • Indian Institute of Technology (IIT), Kanpur

SCHOLARLY PAPERS

2

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159

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Scholarly Papers (2)

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1.

Explainable Fairness, with Application to  Credit Lending

Downloads 81 (803,225)

Explainable Fairness, with Application to  Credit Lending

Number of pages: 29 Posted: 21 Oct 2024
Paolo Giudici Stefano, Golnoosh Babaei and Parvati Neelakantan
University of Pavia, University of Pavia and Indian Institute of Technology (IIT), Kanpur
Downloads 55 (1,027,773)

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Propensity score matching, Shapley values, Machine Learning, fairness, Explainability

Explainable Fairness, with Application to  Credit Lending

Number of pages: 28 Posted: 04 Jan 2025
Paolo Giudici Stefano, Golnoosh Babaei and Parvati Neelakantan
University of Pavia, University of Pavia and Indian Institute of Technology (IIT), Kanpur
Downloads 26 (1,430,393)

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Propensity score matching, Shapley Values, Machine Learning, fairness, Explainability

2.

Conditional Fairness, with Application to  Credit Lending

Number of pages: 22 Posted: 02 May 2024
Golnoosh Babaei, Paolo Giudici Stefano and Parvati Neelakantan
University of Pavia, University of Pavia and Indian Institute of Technology (IIT), Kanpur
Downloads 78 (830,555)

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Explainable Artificial Intelligence, machine learning, Fairness, Shapley values, Propensity score matching