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Papers
Eigen Analysis of Conjugate Kernel and Neural Tangent Kernel
ICML 2025
Enhancing Spectral GNNs: From Topology and Perturbation Perspectives
ICML 2025
Near-optimal Sketchy Natural Gradients for Physics-Informed Neural Networks
ICML 2025
Spectral Estimators for Multi-Index Models: Precise Asymptotics and Optimal Weak Recovery
COLT 2025
Generalization in Kernel Regression Under Realistic Assumptions
ICML 2024
Understanding Forgetting in Continual Learning with Linear Regression
ICML 2024