Memory Systems for Continual Learning. Towards Knowledge Bases and General Learning
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Research theme/s:
Theoretical machine learning
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Principal investigator (PI):
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Researcher/s
Shikhar Srivastava
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Funding:
MBZUAI
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Department:
Machine learning
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Co-PI
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Student/s
Nil
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Collaborators / partners:
Nil
A general learning system must learn varied tasks continuously, while improving its understanding of previous tasks as well as its ability to learn future tasks. We work on methods that advance these goals, with a focus on bio-inspired memory systems to enable this.