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research223d ago

Introducing Nested Learning: A new ML paradigm for continual learning

GGoogle Researchscore 0.18

Researchers at Google introduce Nested Learning, a new machine learning paradigm for continual learning. Nested Learning enables models to learn from a sequence of tasks without forgetting previous knowledge. The approach uses a hierarchical representation of tasks to mitigate forgetting and improve transfer learning.

Key takeaways

  • Nested Learning is a new paradigm for continual learning.
  • Mitigates forgetting in sequential task learning.
  • Improves transfer learning via hierarchical task representations.
#continual-learning#nested-learning#machine-learning
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research223d ago

Introducing Nested Learning: A new ML paradigm for continual learning

GGoogle Research

Researchers at Google introduce Nested Learning, a new machine learning paradigm for continual learning. Nested Learning enables models to learn from a sequence of tasks without forgetting previous knowledge. The approach uses a hierarchical representation of tasks to mitigate forgetting and improve transfer learning.

Key takeaways

  • Nested Learning is a new paradigm for continual learning.
  • Mitigates forgetting in sequential task learning.
  • Improves transfer learning via hierarchical task representations.
#continual-learning#nested-learning#machine-learning
Read at Google Research

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