Towards robust model selection using estimation and approximation error bounds

Keyphrases

• Approximation Error 100%
• Statistical Inference 100%
• Model Selection 100%
• Nonlinear Manifold 100%
• Appropriate Model 100%
• Criteria-based 100%
• Model Selection Criteria 100%
• Uniform Convergence 100%
• Approximation Capability 100%
• Estimation Error Bound 100%
• Approximation Error Bounds 100%
• Robust Model Selection 100%
• Convergence of Empirical Processes 100%
• Machine Learning Inference 100%

Mathematics

• Error Bound 100%
• Approximation Error 100%
• Model Selection 100%
• Nonlinear 50%
• Empirical Process 50%
• Linear Manifold 50%
• Uniform Convergence 50%
• Inferential Statistics 50%
• Model Selection Criterion 50%

Chemical Engineering

• Learning System 100%