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2025 ICML ICML 2025

The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions

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.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Gül Sena Altıntaş, Devin Kwok, Colin Raffel, David Rolnick

Topics

Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Neural Networks Mathematics & Optimization > Optimization > Continuous Optimization

Keywords

stochastic gradient descent initialization representational similarity l2 distance loss barriers permutation alignment
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