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Ethically Responsible Machine Learning in Fintech
16 references·4 citing·41 second hop
Ethically Responsible Machine Learning in Fintech (2022)Ethically Responsible Machine Learning in…How do machine learning and non-traditional data affect credit scoring? New evidence from a Chinese fintech firm (2024)How do machine learning and n…Transforming Paradigms: A Global AI in Financial Services Survey (2020)Transforming Paradigms: A Glo…Fairness Metrics: A Comparative Analysis (2020)Fairness Metrics: A Comparati…A machine learning approach to predict the success of crowdfunding fintech project (2020)A machine learning approach t…The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform (2019)The roles of alternative data…The Potential of FinTech in Enabling Financial Inclusion (2019)The Potential of FinTech in E…On Fintech and Financial Inclusion (2019)On Fintech and Financial Incl…Flexibly Fair Representation Learning by Disentanglement (2019)Flexibly Fair Representation …The Jobs That Artificial Intelligence Will Create (2018)The Jobs That Artificial Inte…Fairness Through Computationally-Bounded Awareness (2018)Fairness Through Computationa…Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction (2018)Achieving Fairness through Ad…Ten simple rules for responsible big data research (2017)Ten simple rules for responsi…Meaningful information and the right to explanation (2017)Meaningful information and th…Machine learning with personal data: is data protection law smart enough to meet the challenge? (2017)Machine learning with persona…Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…World Economic Outlook (1983)World Economic OutlookTowards Fair AI: Mitigating Bias in Credit Decisions—A Systematic Literature Review (2025)Towards Fair AI: Mitigating B…Evaluating end‐users' digital competencies and ethical perceptions of AI systems in the context of sustainable digital banking (2024)Evaluating end‐users' digital…ETHICAL IMPLICATIONS OF AI IN FINANCIAL DECISION – MAKING: A REVIEW WITH REAL WORLD APPLICATIONS (2024)ETHICAL IMPLICATIONS OF AI IN…Which Industrial Sectors Are Affected by Artificial Intelligence? A Bibliometric Analysis of Trends and Perspectives (2023)Which Industrial Sectors Are …Fairness through awareness (2012)Equality of Opportunity in Supervised Learning (2016)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)A Survey on Bias and Fairness in Machine Learning (2021)American Apartheid: Segregation and the Making of the Underclass. (1993)Privacy in Context (2009)Big Data's Disparate Impact (2014)Trust in Data Science (2018)Understanding artificial intelligence ethics and safety (2019)From ethical AI frameworks to tools: a review of approaches (2023)Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending (2012)Trust and Credit: The Role of Appearance in Peer-to-peer Lending (2012)Fintech, regulatory arbitrage, and the rise of shadow banks (2018)Machine learning techniques for credit risk evaluation: a systematic literature review (2020)Fintech and big tech credit: Drivers of the growth of digital lending (2022)Fintech, Cryptocurrencies, and CBDC: Financial Structural Transformation in China (2022)Algorithmic Decision Making and the Cost of Fairness (2017)Mitigating Unwanted Biases with Adversarial Learning (2018)One-Network Adversarial Fairness (2019)Algorithmic fairness datasets: the story so far (2022)Algorithmic Fairness (2023)Statistical Theories of Discrimination in Labor Markets (1977)Sustainability in FinTechs: An Explanation through Business Model Scalability and Market Valuation (2020)Digital financial inclusion and vulnerability to poverty: evidence from Chinese rural households (2021)The fintech gender gap (2023)On the Rise of FinTechs: Credit Scoring Using Digital Footprints (2019)The Role of Technology in Mortgage Lending (2019)Mobile Payment in China: Practice and Its Effects (2020)Deep Learning in Finance: A Survey of Applications and Techniques (2024)ESG and FinTech: Are they connected? (2024)Transparency you can trust: Transparency requirements for artificial intelligence between legal norms and contextual concerns (2019)Transparency and accountability in AI systems: safeguarding wellbeing in the age of algorithmic decision-making (2024)AI Fairness in Data Management and Analytics: A Review on Challenges, Methodologies and Applications (2023)A survey of recent methods for addressing AI fairness and bias in biomedicine (2024)Analytics Maturity Models: An Overview (2020)Public and private value creation using artificial intelligence: An empirical study of AI voice robot users in Chinese public sector (2021)The impact of Artificial Intelligence on the labour market (2021)The Economics of Post-Communist Transition (1998)Climate change policy, market structure, and carbon leakage (2004)COOPERATION, COOPTATION, AND REBELLION UNDER DICTATORSHIPS (2006)
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References

  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 1983World Economic Outlook546 cited
  • 2017Meaningful information and the right to explanation513 cited
  • 2019The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform431 cited
  • 2017Ten simple rules for responsible big data research350 cited
  • 2018The Jobs That Artificial Intelligence Will Create246 cited
  • 2019On Fintech and Financial Inclusion210 cited
  • 2019Flexibly Fair Representation Learning by Disentanglement186 cited
  • 2024How do machine learning and non-traditional data affect credit scoring? New evidence from a Chinese fintech firm135 cited
  • 2018Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction121 cited
  • 2019The Potential of FinTech in Enabling Financial Inclusion120 cited
  • 2020A machine learning approach to predict the success of crowdfunding fintech project109 cited
  • 2020Fairness Metrics: A Comparative Analysis96 cited
  • 2018Fairness Through Computationally-Bounded Awareness89 cited
  • 2020Transforming Paradigms: A Global AI in Financial Services Survey

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71 cited
  • 2017Machine learning with personal data: is data protection law smart enough to meet the challenge?51 cited
  • Cited by

    • 2023Which Industrial Sectors Are Affected by Artificial Intelligence? A Bibliometric Analysis of Trends and Perspectives45 cited
    • 2024ETHICAL IMPLICATIONS OF AI IN FINANCIAL DECISION – MAKING: A REVIEW WITH REAL WORLD APPLICATIONS35 cited
    • 2025Towards Fair AI: Mitigating Bias in Credit Decisions—A Systematic Literature Review30 cited
    • 2024Evaluating end‐users' digital competencies and ethical perceptions of AI systems in the context of sustainable digital banking17 cited