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Recent Advances in Algorithmic Biases and Fairness in Financial Services: A Survey · Study

WorkRecent Advances in Algorithmic Biases and Fairness in Financial Services: A Survey

Aakriti Bajracharya2022

Work2022

Recent Advances in Algorithmic Biases and Fairness in Financial Services: A Survey

Aakriti Bajracharya · Utsab B. Khakurel · Barron Harvey · Danda B. Rawat

16 citations·0/0 files stored·Lecture notes in networks and systems

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Ethics and Social Impacts of AI Financial Distress and Bankruptcy Prediction Explainable Artificial Intelligence (XAI)

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References

2017Semantics derived automatically from language corpora contain human-like biases 2011Data preprocessing techniques for classification without discrimination 1996Bias in computer systems 2019The Role of Technology in Mortgage Lending 2012Fairness-Aware Classifier with Prejudice Remover Regularizer 2019The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform 2020Disparities in Wealth by Race and Ethnicity in the 2019 Survey of Consumer Finances 2019Classification with Fairness Constraints

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2023Toward A Two-Sided Fairness Framework in Search and Recommendation

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Year2022

Typeother

Published2022-10-12

VenueLecture notes in networks and systems

ISSN-L2367-3370

Languageen

Citations16

Files0 public / 0

ShelfEthics and Social Impacts of AI

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doi10.1007/978-3-031-18461-1_53

openalex_workW4304789183

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