Controlled descent training

DOI10.1002/rnc.7194arXiv2303.09216OpenAlexW4390952509MaRDI QIDQ6197966

Unnamed Author, Unnamed Author, Unnamed Author, Rebecka Jörnsten, Balázs Varga, Balázs Kulcsár

Publication date: 20 March 2024

Published in: International Journal of Robust and Nonlinear Control (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2303.09216

zbMATH Keywords

neural tangent kernelconvergent learninggradient decent traininglabel augmentationlabel selectionoptimal labels

Mathematics Subject Classification ID

Computer science (68-XX)

Cites Work

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• Nonlinear control systems.
• The interpolation phase transition in neural networks: memorization and generalization under lazy training
• When and why PINNs fail to train: a neural tangent kernel perspective
• Time-optimal control of large-scale systems of systems using compositional optimization
• Reachability Analysis of Nonlinear Systems Using Matrix Measures
• Geometry of Deep Learning

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