Author of the publication

Regularization Matters: Generalization and Optimization of Neural Nets v.s. their Induced Kernel.

, , , and . NeurIPS, page 9709-9721. (2019)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Few-Shot Learning via Learning the Representation, Provably., , , , and . CoRR, (2020)Proximal Newton-type Methods for Minimizing Convex Objective Functions in Composite Form, , and . CoRR, (2012)Gradient Descent Finds Global Minima of Deep Neural Networks., , , , and . CoRR, (2018)ℓ1-regularized Neural Networks are Improperly Learnable in Polynomial Time., , and . CoRR, (2015)On the Learnability of Fully-Connected Neural Networks., , , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 83-91. PMLR, (2017)Optimal Sample Complexity Bounds for Non-convex Optimization under Kurdyka-Lojasiewicz Condition., , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 6806-6821. PMLR, (2023)Efficient displacement convex optimization with particle gradient descent., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 6836-6854. PMLR, (2023)SGD Learns One-Layer Networks in WGANs., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 5799-5808. PMLR, (2020)Few-Shot Learning via Learning the Representation, Provably., , , , and . ICLR, OpenReview.net, (2021)A distributed concurrent on-line test scheduling protocol for many-core NoC-based systems., , and . ICCD, page 179-185. IEEE Computer Society, (2009)