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A Comparative Analysis of the Optimization and Generalization Property of Two-layer Neural Network and Random Feature Models Under Gradient Descent Dynamics.

W. E, C. Ma, and L. Wu. CoRR, (2019)

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Weinan Wang

Ursula E E Köhler

E Jecht

E Kothe

E Borell

Other publications of authors with the same name

Multiscale modeling.W. E, and J. Lu. Scholarpedia, 6 (10): 11527 (2011)On the Banach spaces associated with multi-layer ReLU networks: Function representation, approximation theory and gradient descent dynamics.W. E, and S. Wojtowytsch. CoRR, (2020)On the Generalization Properties of Minimum-norm Solutions for Over-parameterized Neural Network Models.W. E, C. Ma, and L. Wu. CoRR, (2019)Generalization and Memorization: The Bias Potential Model.H. Yang, and W. E. CoRR, (2020)On the emergence of tetrahedral symmetry in the final and penultimate layers of neural network classifiers.W. E, and S. Wojtowytsch. CoRR, (2020)Introduction to Data ScienceG. Ou, Z. Zhu, B. Dong, W. E, B. Li, and S. Shi. WorldScientific, (2023)Noisy Hegselmann-Krause systems: Phase transition and the 2R-conjecture.C. Wang, Q. Li, W. E, and B. Chazelle. CDC, page 2632-2637. IEEE, (2016)Pushing the limit of molecular dynamics with ab initio accuracy to 100 million atoms with machine learning.W. Jia, H. Wang, M. Chen, D. Lu, L. Lin, R. Car, W. E, and L. Zhang. SC, page 5. IEEE/ACM, (2020)A Qualitative Study of the Dynamic Behavior for Adaptive Gradient Algorithms.C. Ma, L. Wu, and W. E. MSML, volume 145 of Proceedings of Machine Learning Research, page 671-692. PMLR, (2021)Uni-Mol2: Exploring Molecular Pretraining Model at Scale.X. Ji, Z. Wang, Z. Gao, H. Zheng, L. Zhang, G. Ke, and W. E. CoRR, (2024)

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Disambiguation of "E, Weinan"

Please choose a person to relate this publication to

Weinan Wang

Ursula E E Köhler

E Jecht

E Kothe

E Borell

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "E, Weinan"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A Comparative Analysis of the Optimization and Generalization Property of Two-layer Neural Network and Random Feature Models Under Gradient Descent Dynamics.

Please choose a person to relate this publication to

Weinan Wang

Ursula E E Köhler

E Jecht

E Kothe

E Borell

Other publications of authors with the same name

Disambiguation