11. Predicting drag on rough surfaces by transfer learning of empirical correlations. (25th February 2022) Authors: Lee, Sangseung; Yang, Jiasheng; Forooghi, Pourya; Stroh, Alexander; Bagheri, Shervin Journal: Journal of fluid mechanics Issue: Volume 933(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
12. Random matrix improved covariance estimation for a large class of metrics*This article is an updated version of: Tiomoko M, Couillet R, Bouchard F and Ginolhac G 2019 Random matrix improved covariance estimation for a large class of metrics Proc. Machine Learning Research vol 97 pp 6254–63. (21st December 2020) Authors: Tiomoko, Malik; Bouchard, Florent; Ginolhac, Guillaume; Couillet, Romain Journal: Journal of statistical mechanics Issue: (2020:Dec.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
13. Ultrametric fitting by gradient descent*This article is an updated version of: Chierchia G and Perret B 2019 Ultrametric fitting by gradient descent 33rd Conf. Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada vol 32 eds H Wallach, H Larochelle, A Beygelzimer, F d'Alché-Buc, E Fox and R Garnett pp 3181–92. (21st December 2020) Authors: Chierchia, Giovanni; Perret, Benjamin Journal: Journal of statistical mechanics Issue: (2020:Dec.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
14. Wide neural networks of any depth evolve as linear models under gradient descent*This article is an updated version of a paper presented at 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. (21st December 2020) Authors: Lee, Jaehoon; Xiao, Lechao; Schoenholz, Samuel S; Bahri, Yasaman; Novak, Roman; Sohl-Dickstein, Jascha; Pennington, Jeffrey Journal: Journal of statistical mechanics Issue: (2020:Dec.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗