Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services

9 October 2020

Papers citing "Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services"

9 / 9 papers shown

Title
Measuring Distributional Shifts in Text: The Advantage of Language Model-Based Embeddings Gyandev Gupta Bashir Rastegarpanah Amalendu Iyer Joshua Rubin K. Kenthapadi 57 2 0 04 Dec 2023
Beyond Mahalanobis-Based Scores for Textual OOD Detection Pierre Colombo Eduardo Dadalto Camara Gomes Guillaume Staerman Nathan Noiry Pablo Piantanida OODD 96 5 0 24 Nov 2022
A Human-Centric Take on Model Monitoring Murtuza N. Shergadwala Himabindu Lakkaraju K. Kenthapadi 84 11 0 06 Jun 2022
On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services Eren Kurshan Jiahao Chen Victor Storchan Hongda Shen FaML AIFin 86 11 0 02 Nov 2021
Ontology drift is a challenge for explainable data governance Jiahao Chen SILM 8 1 0 11 Aug 2021
Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice Jiahao Chen Victor Storchan Eren Kurshan 50 11 0 11 Aug 2021
Seven challenges for harmonizing explainability requirements Jiahao Chen Victor Storchan 69 8 0 11 Aug 2021
Graph Computing for Financial Crime and Fraud Detection: Trends, Challenges and Outlook Eren Kurshan Hongda Shen GNN 66 33 0 02 Mar 2021
Debiasing classifiers: is reality at variance with expectation? Ashrya Agrawal Florian Pfisterer B. Bischl Francois Buet-Golfouse Srijan Sood Jiahao Chen Sameena Shah Sebastian J. Vollmer CML FaML 36 18 0 04 Nov 2020