Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization

Timur Carstensen; Neeratyoy Mallik; Frank Hutter; Martin Rapp

2025 AutoML AutoML 2025

Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization

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

Timur Carstensen, Neeratyoy Mallik, Frank Hutter, Martin Rapp

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Neural Networks

Keywords

hyperparameter optimization layers compute fidelity source frozen trained

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