Hongler, Clément

7 publications

ICML 2024 Arrows of Time for Large Language Models Vassilis Papadopoulos, Jérémie Wenger, Clément Hongler

NeurIPS 2022 Feature Learning in $l_2$-Regularized DNNs: Attraction/Repulsion and Sparsity Arthur Jacot, Eugene Golikov, Clement Hongler, Franck Gabriel

ICML 2021 Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances Berfin Simsek, François Ged, Arthur Jacot, Francesco Spadaro, Clement Hongler, Wulfram Gerstner, Johanni Brea

ICML 2020 Implicit Regularization of Random Feature Models Arthur Jacot, Berfin Simsek, Francesco Spadaro, Clement Hongler, Franck Gabriel

NeurIPS 2020 Kernel Alignment Risk Estimator: Risk Prediction from Training Data Arthur Jacot, Berfin Simsek, Francesco Spadaro, Clement Hongler, Franck Gabriel

ICLR 2020 The Asymptotic Spectrum of the Hessian of DNN Throughout Training Arthur Jacot, Franck Gabriel, Clément Hongler

NeurIPS 2018 Neural Tangent Kernel: Convergence and Generalization in Neural Networks Arthur Jacot, Franck Gabriel, Clement Hongler