Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks?

Amirhesam Abedsoltan; Huaqing Zhang; Kaiyue Wen; Hongzhou Lin; Jingzhao Zhang; Mikhail Belkin

2025 ICML ICML 2025

Task Generalization with Autoregressive Compositional Structure: Can Learning from D Tasks Generalize to D^T Tasks?

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

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Authors

Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin

Topics

Artificial Intelligence > Learning Paradigms > Meta-Learning Machine Learning > Core Methods > Representation Learning Machine Learning > Learning Paradigms > Meta-Learning

Keywords

meta learning task generalization compositional learning

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