Research map / Learning theory and algorithms / Kernels and regression theory

Optimization and Adaptive Generalization of Three layer Neural Networks

ICLR 2022 · Learning theory and algorithms › Kernels and regression theory · approach: Neural tangent kernel analysis

Read the paperCheck your idea against 108,967 papers

AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.

Closest papers by meaning

• On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model (NeurIPS 2022 · similarity 0.90)
• On the Generalization of Models Trained with SGD: Information-Theoretic Bounds and Implications (ICLR 2022 · similarity 0.89)
• Optimal Rates for Generalization of Gradient Descent for Deep ReLU Classification (NeurIPS 2025 · similarity 0.89)
• Neural Characteristic Activation Analysis and Geometric Parameterization for ReLU Networks (NeurIPS 2024 · similarity 0.88)
• Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power (ICLR 2025 · similarity 0.88)
• Generalization of Scaled Deep ResNets in the Mean-Field Regime (ICLR 2024 · similarity 0.87)