@misc{dl2-a01-1, title={Neural Tangent Kernel: Convergence and Generalization in Neural Networks}, author={Arthur Jacot, Franck Gabriel, Clément Hongler}, year={2018}, url={https://arxiv.org/abs/1806.07572} } @misc{dl2-a01-2, title={Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent}, author={Jaehoon Lee, Lechao Xiao, Samuel S. Schoenholz, Yasaman Bahri, Roman Novak, Jascha Sohl-Dickstein, Jeffrey Pennington}, year={2019}, url={https://arxiv.org/abs/1902.06720} } @misc{dl2-a01-3, title={On Lazy Training in Differentiable Programming}, author={Lénaïc Chizat, Edouard Oyallon, Francis Bach}, year={2019}, url={https://arxiv.org/abs/1812.07956} } @misc{dl2-a01-4, title={Tensor Programs II: Neural Tangent Kernel for Any Architecture}, author={Greg Yang}, year={2020}, url={https://arxiv.org/abs/2006.14548} } @misc{dl2-a01-5, title={Feature Learning in Infinite-Width Neural Networks}, author={Greg Yang, Edward J. Hu}, year={2021}, url={https://arxiv.org/abs/2011.14522} } @misc{dl2-a01-6, title={On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport}, author={Lénaïc Chizat, Francis Bach}, year={2018}, url={https://arxiv.org/abs/1805.09545} }