Scaling Laws for the Value of Individual Data Points in Machine Learning

Ian Connick Covert; Wenlong Ji; Tatsunori Hashimoto; James Zou

2024 ICML ICML 2024

Scaling Laws for the Value of Individual Data Points in Machine Learning

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

Ian Connick Covert, Wenlong Ji, Tatsunori Hashimoto, James Zou

Topics

Machine Learning > Optimization & Theory > Learning Theory Machine Learning > Application Areas > Efficient Computing

Keywords

subset selection scaling law estimators exponent individual data points log-linear

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