1. A recipe for cracking the quantum scaling limit with machine learned electron densities. Issue 1 (1st March 2023) Authors: Rackers, Joshua A; Tecot, Lucas; Geiger, Mario; Smidt, Tess E Journal: Machine learning: science and technology Issue: Volume 4:Issue 1(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Asymptotic learning curves of kernel methods: empirical data versus teacher–student paradigm. (21st December 2020) Authors: Spigler, Stefano; Geiger, Mario; Wyart, Matthieu 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) ↗
3. Disentangling feature and lazy training in deep neural networks. (26th November 2020) Authors: Geiger, Mario; Spigler, Stefano; Jacot, Arthur; Wyart, Matthieu Journal: Journal of statistical mechanics Issue: (2020:Nov.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Geometric compression of invariant manifolds in neural networks. Issue 4 (26th April 2021) Authors: Paccolat, Jonas; Petrini, Leonardo; Geiger, Mario; Tyloo, Kevin; Wyart, Matthieu Journal: Journal of statistical mechanics Issue: Issue 4(2021:Apr.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Relative stability toward diffeomorphisms indicates performance in deep nets*This article is an updated version of: Petrini L, Favero A, Geiger M and Wyart M 2021 Relative stability toward diffeomorphisms indicates performance in deep nets Advances in Neural Information Processing Systems vol 34 ed M Ranzato, A Beygelzimer, Y Dauphin, P S Liang and J Wortman Vaughan (New York: Curran Associates) pp 8727–39. (1st November 2022) Authors: Petrini, Leonardo; Favero, Alessandro; Geiger, Mario; Wyart, Matthieu Journal: Journal of statistical mechanics Issue: (2022:Nov.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗