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layer-wise gradient descent

2 papers

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Co-occurring keywords · papers mentioning both

sample complexity (2) three-layer neural network (1) depth separation (1) nonlinear feature (1) neural network (1) hierarchical feature (1) polynomial regression (1) hierarchical feature learning (1) gradient descent (1) neural network theory (1)

Papers

Learning Hierarchical Polynomials of Multiple Nonlinear Features ICLR 2025 Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks NeurIPS 2023