Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective

Fabian Falck; Ziyu Wang; Christopher C. Holmes

2024 ICML ICML 2024

Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective

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

Fabian Falck, Ziyu Wang, Christopher C. Holmes

Topics

Artificial Intelligence > Bayesian & Probabilistic > Probabilistic Modeling Machine Learning > Optimization & Theory > Bayesian Inference Artificial Intelligence > Core AI > Large Language Models

Keywords

bayesian inference in-context learning exchangeable data large language model uncertainty martingale property

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