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"

7 / 7 papers shown

Title
FACT: A Diagnostic for Group Fairness Trade-offs Joon Sik Kim Jiahao Chen Ameet Talwalkar FaML 62 15 0 07 Apr 2020
Anomaly Detection using One-Class Neural Networks Raghavendra Chalapathy A. Menon Sanjay Chawla UQCV 65 397 0 18 Feb 2018
A Survey of Model Compression and Acceleration for Deep Neural Networks Yu Cheng Duo Wang Pan Zhou Zhang Tao 113 1,097 0 23 Oct 2017
On Fairness and Calibration Geoff Pleiss Manish Raghavan Felix Wu Jon M. Kleinberg Kilian Q. Weinberger FaML 205 882 0 06 Sep 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 302 2,131 0 24 Oct 2016
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 236 4,341 0 07 Oct 2016
Deep Learning in Finance J. B. Heaton Nicholas G. Polson J. Witte 68 168 0 21 Feb 2016