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Theoretical Study of Neural Network Models: Error Bounds on Approximation, Generalization, and Optimization With Applications to Regression and Partial Differential Equations

Salvato in:
Pubblicato in:PQDT - Global (2025)
Autore principale: Lai, Yanming
Pubblicazione:
ProQuest Dissertations & Theses
Soggetti:
Language
Machine learning
Sample size
Neurons
Partial differential equations
Deep learning
Investigations
Artificial intelligence
Network management systems
Computer vision
Power
Neural networks
Brain
Numerical analysis
Eigenvalues
Natural language processing
Error analysis
Boundary conditions
Optimization algorithms
Data compression
Mathematics
Accesso online:Citation/Abstract
Full Text - PDF
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