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Grant Award View - GA141020
A Generic Framework for Verifying Machine Learning Algorithms
GA ID:
GA141020
Agency:
Australian Research Council
Approval Date:
2-Dec-2020
Publish Date:
8-Dec-2020
Category:
Humanities, Arts and Social Sciences (HASS) Research
Grant Term:
1-Feb-2021 to 31-Jan-2024
Original: 1-Jan-2021 to 31-Dec-2023
Value (AUD):
$361,000.00
(GST inclusive where applicable)
Variations:
- GA141020-V3 - Variation to Grant (20-Oct-2021 )
- GA141020-V2 - Variation to Grant (2-Aug-2021 )
- GA141020-V1 - Variation to Grant (9-Mar-2021 )
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 20/21 Discovery
Grant Program:
Discovery Projects
Grant Activity:
A Generic Framework for Verifying Machine Learning Algorithms
Purpose:
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.
GO ID:
GO Title:
Discovery Projects for funding commencing in 2021
Internal Reference ID:
DP21 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
Deakin University
Recipient ABN:
56 721 584 203
Grant Recipient Location
Suburb:
GEELONG
Town/City:
GEELONG
Postcode:
3220
State/Territory:
VIC
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
VIC
Postcode:
3220
Country:
AUSTRALIA