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CSFT - Chair of Statistical Field Theory

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1.	The ABCD of topological recursion Andersen, Jurgen Ellegaard ; Borot, Gaetan ; Chekhov, Leonid O. ; Orantin, Nicolas Gerson Advances In Mathematics, 439, 109473 (2024) 24 January 2024 \| Journal Articles \| Detailed record - Similar records
2.	PDF EPFL_TH9912 A Theory of Finite-Width Neural Networks: Generalization, Scaling Laws, and the Loss Landscape Simsek, Berfin ; Hongler, Clément ; Gerstner, Wulfram 2023 \| Theses \| Detailed record - Similar records
3.	PDF s00220-022-04475-x Conformal Field Theory at the Lattice Level: Discrete Complex Analysis and Virasoro Structure Hongler, Clement ; Kytola, Kalle ; Viklund, Fredrik Communications In Mathematical Physics (2022) 06 September 2022 \| Journal Articles \| Detailed record - Similar records
4.	PDF EPFL_TH9825 Theory of Deep Learning: Neural Tangent Kernel and Beyond Jacot-Guillarmod, Arthur Ulysse ; Hongler, Clément 2022 \| Theses \| Detailed record - Similar records
5.	Neural Tangent Kernel: Convergence and Generalization in Neural Networks (Invited Paper) Jacot, Arthur ; Gabriel, Franck ; Hongler, Clement Stoc '21: Proceedings Of The 53Rd Annual Acm Sigact Symposium On Theory Of Computing, 6-6 (2021) 01 January 2021 \| Conference Papers \| Detailed record - Similar records
6.	Geometric Stochastic Heat Equations Bruned, Y. ; Gabriel, F. ; Hairer, M. ; Zambotti, L. Journal Of The American Mathematical Society, 35 (1), 1-80 (2022) 01 January 2022 \| Journal Articles \| Detailed record - Similar records
7.	Asymptotic symmetry and asymptotic solutions to Ito stochastic differential equations Gaeta, Giuseppe ; Kozlov, Roman ; Spadaro, Francesco Mathematics In Engineering, 4 (5), 1-52 (2021) 01 January 2021 \| Journal Articles \| Detailed record - Similar records
8.	PDF Complex Analysis meets Statistical Mechanics: Applications to Kernel Methods and Conformal Field Theory Spadaro, Francesco ; Hongler, Clément 2021 \| Theses \| Detailed record - Similar records
9.	Implicit Regularization of Random Feature Models Jacot, Arthur ; Simsek, Berfin ; Spadaro, Francesco ; Hongler, Clement[...] International Conference On Machine Learning, Vol 119, 119 (2020) 01 January 2020 \| Conference Papers \| Detailed record - Similar records
10.	Disentangling feature and lazy training in deep neural networks Geiger, Mario ; Spigler, Stefano ; Jacot, Arthur ; Wyart, Matthieu Journal Of Statistical Mechanics-Theory And Experiment, 2020 (11), 113301 (2020) 01 November 2020 \| Journal Articles \| Detailed record - Similar records

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