Weihang Xu, Simon S. Du. Over-Parameterization Exponentially Slows Down Gradient Descent for Learning a Single Neuron. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 1155-1198, PMLR, 2023. [doi]
@inproceedings{XuD23-5, title = {Over-Parameterization Exponentially Slows Down Gradient Descent for Learning a Single Neuron}, author = {Weihang Xu and Simon S. Du}, year = {2023}, url = {https://proceedings.mlr.press/v195/xu23a.html}, researchr = {https://researchr.org/publication/XuD23-5}, cites = {0}, citedby = {0}, pages = {1155-1198}, booktitle = {The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India}, editor = {Gergely Neu and Lorenzo Rosasco}, volume = {195}, series = {Proceedings of Machine Learning Research}, publisher = {PMLR}, }