@article{dl-02-1, title = {{The Implicit Bias of Gradient Descent on Separable Data}}, author = {Soudry, Daniel and Hoffer, Elad and Nacson, Mor Shpigel and Gunasekar, Suriya and Srebro, Nathan}, journal = {Journal of Machine Learning Research 19(70)}, year = {2018}, url = {https://jmlr.org/papers/v19/18-188.html} } @inproceedings{dl-02-2, title = {{The implicit bias of gradient descent on nonseparable data}}, author = {Ji, Ziwei and Telgarsky, Matus}, booktitle = {Proceedings of the Thirty-Second Conference on Learning Theory, PMLR 99}, year = {2019}, url = {https://proceedings.mlr.press/v99/ji19a.html} } @inproceedings{dl-02-3, title = {{Implicit Bias of Gradient Descent for Wide Two-layer Neural Networks Trained with the Logistic Loss}}, author = {Chizat, Lénaïc and Bach, Francis}, booktitle = {Proceedings of Thirty Third Conference on Learning Theory, PMLR 125}, year = {2020}, url = {https://proceedings.mlr.press/v125/chizat20a.html} }