Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components

Zhiliang Chen; Chuan-Sheng Foo; Bryan Kian Hsiang Low

2024 ICML ICML 2024

Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components

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.

Authors

Zhiliang Chen, Chuan-Sheng Foo, Bryan Kian Hsiang Low

Topics

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

Keywords

prompt engineering bayesian optimization large language model local loss autoai differentiable components

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