GenEFT: Understanding Statics and Dynamics of Model Generalization via Effective Theory.
David D. BaekZiming LiuMax TegmarkPublished in: CoRR (2024)
Keyphrases
- theoretical framework
- computational model
- machine learning
- formal model
- decision trees
- statistical model
- neural network
- data model
- theoretical analysis
- parameter estimation
- spatial structure
- decision theory
- experimental data
- theoretical foundation
- fundamental principles
- theoretical models
- e learning
- computational models
- conceptual model
- image sequences
- objective function
- social networks
- probabilistic model
- control system