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Yuqing Li

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Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)

Journal Article

Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)

CSIAM Transactions on Applied Mathematics, Vol. 3 (2022), Iss. 4 : pp. 692–760

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Embedding Principle: A Hierarchical Structure of Loss Landscape of Deep Neural Networks

Journal Article

Embedding Principle: A Hierarchical Structure of Loss Landscape of Deep Neural Networks

Journal of Machine Learning, Vol. 1 (2022), Iss. 1 : pp. 60–113

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Phase Diagram of Initial Condensation for Two-Layer Neural Networks

Journal Article

Phase Diagram of Initial Condensation for Two-Layer Neural Networks

CSIAM Transactions on Applied Mathematics, Vol. 5 (2024), Iss. 3 : pp. 448–514

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