@misc{dl2-a02-1, title={Reconciling modern machine learning practice and the bias-variance trade-off}, author={Mikhail Belkin, Daniel Hsu, Siyuan Ma, Soumik Mandal}, year={2019}, url={https://arxiv.org/abs/1812.11118} } @misc{dl2-a02-2, title={Surprises in High-Dimensional Ridgeless Least Squares Interpolation}, author={Trevor Hastie, Andrea Montanari, Saharon Rosset, Ryan J. Tibshirani}, year={2020}, url={https://arxiv.org/abs/1903.08560} } @misc{dl2-a02-3, title={Benign Overfitting in Linear Regression}, author={Peter L. Bartlett, Philip M. Long, Gábor Lugosi, Alexander Tsigler}, year={2020}, url={https://arxiv.org/abs/1906.11300} } @misc{dl2-a02-4, title={Deep Double Descent: Where Bigger Models and More Data Hurt}, author={Preetum Nakkiran, Gal Kaplun, Yamini Bansal, Tristan Yang, Boaz Barak, Ilya Sutskever}, year={2019}, url={https://arxiv.org/abs/1912.02292} } @misc{dl2-a02-5, title={The generalization error of random features regression: Precise asymptotics and double descent curve}, author={Song Mei, Andrea Montanari}, year={2020}, url={https://arxiv.org/abs/1908.05355} } @misc{dl2-a02-6, title={Harmless interpolation of noisy data in regression}, author={Vidya Muthukumar, Kailas Vodrahalli, Vignesh Subramanian, Anant Sahai}, year={2019}, url={https://arxiv.org/abs/1903.09139} }