C. Hongler

发表

Hardy spaces and boundary conditions from the Ising model

D. Phong, C. Hongler, 2012, 1201.1566.

Ising Model: Local Spin Correlations and Conformal Invariance

S. C. Park, R. Gheissari, C. Hongler, 2013, Communications in Mathematical Physics.

Hardy spaces and boundary conditions from the Ising model

D. H. Phong, C. Hongler, 2012, Mathematische Zeitschrift.

Neural tangent kernel: convergence and generalization in neural networks (invited paper)

Arthur Jacot, Franck Gabriel, Cl'ement Hongler, 2018, NeurIPS.

Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances pdf

Wulfram Gerstner, Johanni Brea, Arthur Jacot, 2021, ICML.

Smart Proofs via Smart Contracts: Succinct and Informative Mathematical Derivations via Decentralized Markets pdf

Gustavo Lacerda, Franck Gabriel, Cl'ement Hongler, 2021, ArXiv.

Freeze and Chaos: NTK views on DNN Normalization, Checkerboard and Boundary Artifacts

Arthur Jacot, Franck Gabriel, C. Hongler, 2022, MSML.

Magnetization in the zig-zag layered Ising model and orthogonal polynomials

Dmitry Chelkak, C. Hongler, R'emy Mahfouf, 2019, 1904.09168.

The energy density in the planar Ising model

S. Smirnov, C. Hongler, 2010, 1008.2645.

Crossing probabilities in topological rectangles for the critical planar FK-Ising model

H. Duminil-Copin, Dmitry Chelkak, C. Hongler, 2013, 1312.7785.

Connection probabilities and RSW‐type bounds for the two‐dimensional FK Ising model

Pierre Nolin, Hugo Duminil-Copin, H. Duminil-Copin, 2011 .

Connection probabilities and RSW-type bounds for the FK Ising model

H. Duminil-Copin, P. Nolin, C. Hongler, 2009, 0912.4253.

Conformal Field Theory at the Lattice Level: Discrete Complex Analysis and Virasoro Structure

F. Viklund, K. Kytölä, C. Hongler, 2013, Communications in Mathematical Physics.

Lattice Representations of the Virasoro Algebra I : Discrete Gaussian Free Field

F. Viklund, K. Kytölä, C. Hongler, 2015 .

Conformal invariance of spin correlations in the planar Ising model

Dmitry Chelkak, K. Izyurov, C. Hongler, 2012, 1202.2838.

Conformal Invariance of Ising Model Correlations

C. Hongler, 2012 .

Ising interfaces and free boundary conditions

C. Hongler, K. kytola, 2011, 1108.0643.

Discrete holomorphicity and Ising model operator formalism

A. Zahabi, C. Hongler, K. kytola, 2012, 1211.7299.

Kernel Alignment Risk Estimator: Risk Prediction from Training Data pdf

Arthur Jacot, Franck Gabriel, Cl'ement Hongler, 2020, NeurIPS.

Implicit Regularization of Random Feature Models pdf

Arthur Jacot, Franck Gabriel, Clément Hongler, 2020, ICML.

Scaling description of generalization with number of parameters in deep learning pdf

Levent Sagun, Matthieu Wyart, Giulio Biroli, 2019, Journal of Statistical Mechanics: Theory and Experiment.

The asymptotic spectrum of the Hessian of DNN throughout training

Arthur Jacot, Franck Gabriel, Clément Hongler, 2019, ICLR.

Critical percolation: the expected number of clusters in a rectangle

S. Smirnov, C. Hongler, 2009, 0909.4490.

Convergence of Ising interfaces to Schramm's SLE curves

H. Duminil-Copin, Clément Hongler, S. Smirnov, 2013, 1312.0533.

Neural Tangent Kernel: Convergence and Generalization in Neural Networks

Arthur Jacot, Franck Gabriel, Clément Hongler, 2018, NeurIPS.

Feature Learning in L2-regularized DNNs: Attraction/Repulsion and Sparsity

Arthur Jacot, Franck Gabriel, Clément Hongler, 2022, NeurIPS.

Freeze and Chaos for DNNs: an NTK view of Batch Normalization, Checkerboard and Boundary Effects pdf

Arthur Jacot, Franck Gabriel, Cl'ement Hongler, 2019, ArXiv.

Saddle-to-Saddle Dynamics in Deep Linear Networks: Small Initialization Training, Symmetry, and Sparsity

Arthur Jacot, Franck Gabriel, Clément Hongler, 2021, 2106.15933.

Deep Linear Networks Dynamics: Low-Rank Biases Induced by Initialization Scale and L2 Regularization pdf

Arthur Jacot, Franck Gabriel, Franccois Ged, 2021, ArXiv.

Neural tangent kernel: convergence and generalization in neural networks (invited paper)

Arthur Jacot, Franck Gabriel, C. Hongler, 2021, STOC.