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Grant Award View - GA2193-V1
Where do inductive biases come from? A Bayesian investigation
GA ID:
GA2193-V1
Agency:
Australian Research Council
Approval Date:
10-Nov-2017
Variation Publish Date:
16-Jul-2019
Variation Date:
16-Jul-2019
Category:
Humanities, Arts and Social Sciences (HASS) Research
Grant Term:
20-Mar-2018 to 19-Mar-2021
Value (AUD):
$290,011.00
(GST inclusive where applicable)
Varies:
GA2193
- Where do inductive biases come from? A Bayesian investigation
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 17/18 Discovery
Grant Program:
Discovery Projects
Grant Activity:
Where do inductive biases come from? A Bayesian investigation
Purpose:
This project aims to investigate the origin of our thinking and learning biases using state-of-the-art mathematical models and sophisticated experimental designs. Expected outcomes include bridging the gap between human and machine learning by pairing mathematical modelling with experimental work, forming a necessary step toward the development of machine systems that can reason like people do. This will provide significant benefits such as understanding how people operate so effectively in real environments, when even the most powerful computers struggle to handle the complexities of everyday learning problems.
Internal Reference ID:
DP18 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
The University of Melbourne
Recipient ABN:
84 002 705 224
Grant Recipient Location
Suburb:
UNIVERSITY OF MELBOURNE
Town/City:
UNIVERSITY OF MELBOURNE
Postcode:
3010
State/Territory:
VIC
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
VIC
Postcode:
3010
Country:
AUSTRALIA