1. 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) ↗
2. 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) ↗
3. Edge mode amplification in disordered elastic networks. Issue 34 (17th August 2017) Authors: Yan, Le; Bouchaud, Jean-Philippe; Wyart, Matthieu Journal: Soft matter Issue: Volume 13:Issue 34(2017) Page Start: 5795 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. How isotropic kernels perform on simple invariants. Issue 2 (2nd March 2021) Authors: Paccolat, Jonas; Spigler, Stefano; Wyart, Matthieu Journal: Machine learning: science and technology Issue: Volume 2:Issue 2(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Hydrodynamic-driven morphogenesis of karst draperies: spatio-temporal analysis of the two-dimensional impulse response. (22nd January 2021) Authors: Ledda, Pier Giuseppe; Balestra, Gioele; Lerisson, Gaétan; Scheid, Benoit; Wyart, Matthieu; Gallaire, François Journal: Journal of fluid mechanics Issue: Volume 910(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Inferring the flow properties of epithelial tissues from their geometry. (10th March 2021) Authors: Popović, Marko; Druelle, Valentin; Dye, Natalie A; Jülicher, Frank; Wyart, Matthieu Journal: New journal of physics Issue: Volume 23:Number 3(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Locality defeats the curse of dimensionality in convolutional teacher–student scenarios*This article is an updated version of: Favero A, Cagnetta F and Wyart M 2021 Locality defeats the curse of dimensionality in convolutional teacher–student scenarios 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 9456–67. (1st November 2022) Authors: Favero, Alessandro; Cagnetta, Francesco; 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) ↗
9. On variational arguments for vibrational modes near jamming. (12th May 2016) Authors: Yan, Le; DeGiuli, Eric; Wyart, Matthieu Journal: Europhysics letters Issue: Volume 114:Number 2(2016:Apr.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. 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) ↗