Overcoming the Optimizer’s Curse: Obtaining Realistic Prescriptions from Neural Networks

Asterios Tsiourvas; Georgia Perakis

2024 ICML ICML 2024

Overcoming the Optimizer’s Curse: Obtaining Realistic Prescriptions from Neural Networks

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

Asterios Tsiourvas, Georgia Perakis

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Optimization & Theory > Neural Network Optimization Deep Learning > Architectures > Neural Networks

Keywords

relu network adaptive sampling algorithm local outlier factor (lof) optimization constraint optimizer's curse realistic polytopes

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