papers
Publications (2)
stat.ML2019
Proposed Guidelines for the Responsible Use of Explainable Machine Learning
Patrick Hall, Navdeep Gill, Nicholas Schmidt
Explainable machine learning (ML) enables human learning from ML, human appeal of automated model decisions, regulatory compliance, and security audits of ML models. Explainable ML…
cs.CY2022
A Brief Overview of AI Governance for Responsible Machine Learning Systems
Navdeep Gill, Abhishek Mathur, Marcos V. Conde
Organizations of all sizes, across all industries and domains are leveraging artificial intelligence (AI) technologies to solve some of their biggest challenges around operations,…