Can I read Nested Learning in Deep Learning Models on EtoBox?
Nested Learning in Deep Learning Models by Jahaziel Ponce is a document available to read on EtoBox.
What is Nested Learning in Deep Learning Models about?
The paper introduces a new learning paradigm called Nested Learning (NL), which presents machine learning models as a set of nested optimization problems, aiming to enhance continual learning and self-improvement capabilities. It critiques existing deep learning architectures for their static nature post-training and proposes three core contributions: expressive optimizers that act as memory modules, a self-modifying learning module, and a continuum memory system for improved memory processing. The authors
- Author
- Jahaziel Ponce
- Language
- EN