Does learning the right latent variables necessarily improve in-context learning?

Sarthak Mittal; Eric Elmoznino; Leo Gagnon; Sangnie Bhardwaj; Guillaume Lajoie; Dhanya Sridhar

2025 ICML ICML 2025

Does learning the right latent variables necessarily improve in-context learning?

Abstract

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Authors

Sarthak Mittal, Eric Elmoznino, Leo Gagnon, Sangnie Bhardwaj, Guillaume Lajoie, Dhanya Sridhar

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Core Methods > Representation Learning Deep Learning > Architectures > Transformers

Keywords

transformer architecture in-context learning generalization latent variable bottleneck structured solutions

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