Website
http://dataportal.arc.gov.au/NCGP/API/grants/DP210102798
Funding Status
Active
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Funded Activity Summary
A Generic Framework for Verifying Machine Learning Algorithms. This project aims to discover new ways to verify whether decisions made by Artificial Intelligence and Machine Learning algorithms are as per the specifications set by their designers and/or regulatory bodies. The project also provides new methods to align algorithm decisions when they are found to be non-abiding. The outcomes will include new machine learning theories and frameworks for algorithmic assurance. The significance of the project is that it will offer a crucial platform for certifying algorithms and thus benefit society and businesses in deciding the right Artificial Intelligence algorithms.Funded Activity Details
Start Date: 02-2021
End Date: 01-2024
Funding Scheme: Discovery Projects
Funding Amount: $361,000.00
Funder: Australian Research Council
Research Topics
ANZSRC Field of Research (FoR)
Cognitive Science | Pattern Recognition and Data Mining | Knowledge Representation and Machine Learning
ANZSRC Socio-Economic Objective (SEO)
Expanding Knowledge in the Information and Computing Sciences |
