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Clément Hongler
Clément Hongler
Institute of Mathematics, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Neural tangent kernel: Convergence and generalization in neural networks
A Jacot, F Gabriel, C Hongler
Advances in neural information processing systems 31, 2018
18392018
Convergence of Ising interfaces to Schrammʼs SLE curves
D Chelkak, H Duminil-Copin, C Hongler, A Kemppainen, S Smirnov
Comptes Rendus Mathematique 352 (2), 157-161, 2014
1752014
Conformal invariance of spin correlations in the planar Ising model
D Chelkak, C Hongler, K Izyurov
Annals of Mathematics, Pages 1087-1138 from Volume 181, Issue 3, 2015
1602015
Scaling description of generalization with number of parameters in deep learning
M Geiger, A Jacot, S Spigler, F Gabriel, L Sagun, S d’Ascoli, G Biroli, ...
Journal of Statistical Mechanics: Theory and Experiment 2020 (2), 023401, 2020
1512020
Connection probabilities and RSW‐type bounds for the two‐dimensional FK Ising model
H Duminil‐Copin, C Hongler, P Nolin
Communications on pure and applied mathematics 64 (9), 1165-1198, 2011
1112011
The energy density in the planar Ising model
C Hongler, S Smirnov
Acta Mathematica, Issue 2, pp 191–225, 2013
108*2013
Conformal invariance of Ising model correlations
C Hongler
XVIIth International Congress on Mathematical Physics, 326-335, 2013
652013
The scaling limit of critical Ising interfaces is
S Benoist, C Hongler
The Annals of Probability 47 (4), 2049-2086, 2019
642019
Ising interfaces and free boundary conditions
C Hongler, K Kytölä
Journal of the American Mathematical Society 26 (4), 1107-1189, 2013
64*2013
Crossing probabilities in topological rectangles for the critical planar FK-Ising model
D Chelkak, H Duminil-Copin, C Hongler
Electronic Journal of Probability 21, 1-28, 2016
612016
Implicit regularization of random feature models
A Jacot, B Simsek, F Spadaro, C Hongler, F Gabriel
International Conference on Machine Learning, 4631-4640, 2020
552020
Kernel alignment risk estimator: Risk prediction from training data
A Jacot, B Simsek, F Spadaro, C Hongler, F Gabriel
Advances in Neural Information Processing Systems 33, 15568-15578, 2020
322020
The asymptotic spectrum of the hessian of dnn throughout training
A Jacot, F Gabriel, C Hongler
arXiv preprint arXiv:1910.02875, 2019
212019
Conformal invariance of crossing probabilities for the Ising model with free boundary conditions
S Benoist, H Duminil-Copin, C Hongler
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 52 (4 …, 2016
212016
Geometry of the loss landscape in overparameterized neural networks: Symmetries and invariances
B Simsek, F Ged, A Jacot, F Spadaro, C Hongler, W Gerstner, J Brea
International Conference on Machine Learning, 9722-9732, 2021
182021
Freeze and Chaos for DNNs: an NTK view of Batch Normalization, Checkerboard and Boundary Effects.
A Jacot, F Gabriel, C Hongler
172019
Conformal Field Theory at the Lattice Level: Discrete Complex Analysis and Virasoro Structure
C Hongler, FJ Viklund, K Kytölä
arXiv preprint arXiv:1307.4104v2, 2017
17*2017
Ising Model: Local Spin Correlations and Conformal Invariance
R Gheissari, C Hongler, S Park
arXiv preprint arXiv:1312.4446, 2016
17*2016
Critical percolation: the expected number of clusters in a rectangle
C Hongler, S Smirnov
Probability theory and related fields 151 (3), 735-756, 2011
172011
Discrete holomorphicity and Ising model operator formalism
C Hongler, K Kytölä, A Zahabi
Analysis, complex geometry, and mathematical physics: in honor of Duong H …, 2012
162012
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