View Proposal

Proposer
Wei Pang
Title
Population-based explainable Machine Learning
Goal
Use swarm or other population-based approaches to facilitate the explanation of AI
Description
We would like to improve LIME (https://github.com/marcotcr/lime), a framework for explaining any classifiers using population-based approaches, such as swarm and genetic algorithms. You can also explore ways of improving other explainable AI approaches through the use of population-based approaches.
Resources
Background
Url
Difficulty Level
Variable
Ethical Approval
None
Number Of Students
1
Supervisor
Wei Pang
Keywords
xai, explainable ai
Degrees
Bachelor of Science in Computer Science
Master of Science in Artificial Intelligence
Master of Science in Computing (2 Years)
Master of Science in Data Science
Master of Science in Robotics
Bachelor of Science in Computing Science
Bachelor of Engineering in Robotics
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