1. An analytic theory of shallow networks dynamics for hinge loss classification*This article is an updated version of: Pellegrini F and Biroli G 2020 An analytic theory of shallow networks dynamics for hinge loss classification Advances in Neural Information Processing Systems vol 33 ed H Larochelle, M Ranzato, R Hadsell, M F Balcan and H Lin (New York: Curran Associates) pp 5356–67. (29th December 2021) Authors: Pellegrini, Franco; Biroli, Giulio Journal: Journal of statistical mechanics Issue: (2021:Dec.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Friction anomalies at first-order transition spinodals: 1T-TaS2. (15th February 2018) Authors: Panizon, Emanuele; Marx, Torben; Dietzel, Dirk; Pellegrini, Franco; Santoro, Giuseppe E; Schirmeisen, Andre; Tosatti, Erio Journal: New journal of physics Issue: Volume 20:Number 2(2018:Feb.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗