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Fabian Latorre
Fabian Latorre
PhD Student, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Lipschitz constant estimation of Neural Networks via sparse polynomial optimization
F Latorre, P Rolland, V Cevher
International Conference on Learning Representations, 2020, 2019
1342019
An inexact augmented Lagrangian framework for nonconvex optimization with nonlinear constraints
MF Sahin, A Alacaoglu, F Latorre, V Cevher
Advances in Neural Information Processing Systems 32, 2019
762019
Fast and provable ADMM for learning with generative priors
F Latorre, V Cevher
Advances in Neural Information Processing Systems 32, 2019
49*2019
A plug-and-play deep image prior
Z Sun, F Latorre, T Sanchez, V Cevher
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
202021
Controlling the complexity and lipschitz constant improves polynomial nets
Z Zhu, F Latorre, GG Chrysos, V Cevher
arXiv preprint arXiv:2202.05068, 2022
112022
The effect of the intrinsic dimension on the generalization of quadratic classifiers
F Latorre, LT Dadi, P Rolland, V Cevher
Advances in Neural Information Processing Systems 34, 21138-21149, 2021
102021
Adversarial training should be cast as a non-zero-sum game
A Robey, F Latorre, GJ Pappas, H Hassani, V Cevher
arXiv preprint arXiv:2306.11035, 2023
72023
Proceedings of the 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Z Sun, F Latorre, T Sanchez, V Cevher
IEEE, 2021
62021
Solving inverse problems with hybrid deep image priors: The challenge of preventing overfitting
Z Sun, T Sanchez, F Latorre, V Cevher
arXiv preprint arXiv:2011.01748, 2020
62020
Efficient proximal mapping of the 1-path-norm of shallow networks
F Latorre, P Rolland, N Hallak, V Cevher
International Conference on Machine Learning, 5651-5661, 2020
42020
The Maxflow problem and a generalization to simplicial complexes
F Latorre
arXiv preprint arXiv:1212.1406, 2012
22012
OTW: Optimal Transport Warping for Time Series
F Latorre, C Liu, D Sahoo, SCH Hoi
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Improving SAM Requires Rethinking its Optimization Formulation
W Xie, F Latorre, K Antonakopoulos, T Pethick, V Cevher
arXiv preprint arXiv:2407.12993, 2024
2024
1-Path-Norm Regularization of Deep Neural Networks
F Latorre, A Bonnet, P Rolland, N Hallak, V Cevher
LatinX in AI Workshop at ICML 2023 (Regular Deadline), 2023
2023
Complexity Regularization and Local Metric Entropy
F Latorre
arXiv preprint arXiv:1609.02855, 2016
2016
An incidence Hopf Algebra of Convex Geometries
F Latorre
arXiv preprint arXiv:1212.1407, 2012
2012
Linear Convergence of SGD on Overparametrized Shallow Neural Networks
P Rolland, A Ramezani-Kebrya, CH Song, F Latorre, V Cevher
Group ID U12179
A Alacaoglu, K Antonakopoulos, C Aprile, A Asaei, B Bah, L Baldassarre, ...
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