Julien Fageot

38 papers A* 1B 1Misc 1Journal 30Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Byzantine Machine Learning: MultiKrum and an optimal notion of robustness.
CoRR
Gilles Bareilles, Wassim Bouaziz, Julien Fageot, El-Mahdi El-Mhamdi
2026 J jnl
The Benefits of Diversity: Combining Comparisons and Ratings for Efficient Scoring.
CoRR
Julien Fageot, Matthias Grossglauser, Lê-Nguyên Hoang, Matteo Tacchi-Bénard, Oscar Villemaud
2025 J jnl
Generalizing while preserving monotonicity in comparison-based preference learning models.
CoRR
Julien Fageot, Peva Blanchard, Gilles Bareilles, Lê-Nguyên Hoang
2025 J jnl
On Monotonicity in AI Alignment.
CoRR
Gilles Bareilles, Julien Fageot, Lê-Nguyên Hoang, Peva Blanchard, Wassim Bouaziz, Sébastien Rouault, El-Mahdi El-Mhamdi
2024 — conf
A Bispectral 3D U-Net for Rotation Robustness in Medical Segmentation.
TGI3@MICCAI
Arthur Chevalley, Valentin Oreiller, Julien Fageot, John O. Prior, Vincent Andrearczyk, Adrien Depeursinge
2024 — conf
A Decoupled Approach for Composite Sparse-Plus-Smooth Penalized Optimization.
EUSIPCO
Adrian Jarret, Valérie Costa, Julien Fageot
2024 A* conf
Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons.
AAAI
Julien Fageot, Sadegh Farhadkhani, Lê-Nguyên Hoang, Oscar Villemaud
2023 J jnl
TV-based spline reconstruction with Fourier measurements: Uniqueness and convergence of grid-based methods.
J. Comput. Appl. Math.
Thomas Debarre, Quentin Denoyelle, Julien Fageot
2022 J jnl
A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO.
IEEE Signal Process. Lett.
Adrian Jarret, Julien Fageot, Matthieu Simeoni
2022 J jnl
Entropic Compressibility of Lévy Processes.
IEEE Trans. Inf. Theory
Julien Fageot, Alireza Fallah, Thibaut Horel
2022 — conf
Robust Multi-Organ Nucleus Segmentation Using a Locally Rotation Invariant Bispectral U-Net.
MIDL
Valentin Oreiller, Julien Fageot, Vincent Andrearczyk, John O. Prior, Adrien Depeursinge
2022 J jnl
Sparsest piecewise-linear regression of one-dimensional data.
J. Comput. Appl. Math.
Thomas Debarre, Quentin Denoyelle, Michael Unser, Julien Fageot
2022 J jnl
Steer'n'Detect: fast 2D template detection with accurate orientation estimation.
Bioinform.
Virginie Uhlmann, Zsuzsanna Püspöki, Adrien Depeursinge, Michael Unser, Daniel Sage, Julien Fageot
2022 J jnl
The Wavelet Compressibility of Compound Poisson Processes.
IEEE Trans. Inf. Theory
Shayan Aziznejad, Julien Fageot
2021 J jnl
Principled Design and Implementation of Steerable Detectors.
IEEE Trans. Image Process.
Julien Fageot, Virginie Uhlmann, Zsuzsanna Püspöki, Benjamin Beck, Michael Unser, Adrien Depeursinge
2020 J jnl
3D Solid Spherical Bispectrum CNNs for Biomedical Texture Analysis.
CoRR
Valentin Oreiller, Vincent Andrearczyk, Julien Fageot, John O. Prior, Adrien Depeursinge
2020 J jnl
Dictionary Learning for Two-Dimensional Kendall Shapes.
SIAM J. Imaging Sci.
Anna Song, Virginie Uhlmann, Julien Fageot, Michael Unser
2020 J jnl
Entropic Compressibility of Lévy Processes.
CoRR
Julien Fageot, Alireza Fallah, Thibaut Horel
2020 J jnl
Local Rotation Invariance in 3D CNNs.
CoRR
Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge
2020 J jnl
Local rotation invariance in 3D CNNs.
Medical Image Anal.
Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge
2020 J jnl
Support and approximation properties of Hermite splines.
J. Comput. Appl. Math.
Julien Fageot, Shayan Aziznejad, Michael Unser, Virginie Uhlmann
2020 J jnl
Wavelet Compressibility of Compound Poisson Processes.
CoRR
Shayan Aziznejad, Julien Fageot
2019 J jnl
Angular Accuracy of Steerable Feature Detectors.
SIAM J. Imaging Sci.
Zsuzsanna Püspöki, Julien Fageot, Arash Amini, John Paul Ward, Michael Unser
2019 J jnl
B-Spline-Based Exact Discretization of Continuous-Domain Inverse Problems With Generalized TV Regularization.
IEEE Trans. Inf. Theory
Thomas Debarre, Julien Fageot, Harshit Gupta, Michael Unser
2019 — conf
Exploring local rotation invariance in 3D CNNs with steerable filters.
MIDL
Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge
2019 Misc conf
Solving Continuous-domain Problems Exactly with Multiresolution B-splines.
ICASSP
Thomas Debarre, Julien Fageot, Harshit Gupta, Michael Unser
2018 J jnl
Continuous-Domain Solutions of Linear Inverse Problems With Tikhonov Versus Generalized TV Regularization.
IEEE Trans. Signal Process.
Harshit Gupta, Julien Fageot, Michael Unser
2018 J jnl
Continuous-Domain Solutions of Linear Inverse Problems with Tikhonov vs. Generalized TV Regularization.
CoRR
Harshit Gupta, Julien Fageot, Michael Unser
2018 J jnl
Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems.
IEEE Trans. Signal Process.
Anais Badoual, Julien Fageot, Michael Unser
2018 — conf
Rotation Invariance and Directional Sensitivity: Spherical Harmonics versus Radiomics Features.
MLMI@MICCAI
Adrien Depeursinge, Julien Fageot, Vincent Andrearczyk, John Paul Ward, Michael Unser
2017 J jnl
Angular Accuracy of Steerable Feature Detectors.
CoRR
Zsuzsanna Püspöki, Arash Amini, Julien Fageot, John Paul Ward, Michael Unser
2017 J jnl
Compactly-supported smooth interpolators for shape modeling with varying resolution.
Graph. Model.
Daniel Schmitter, Julien Fageot, Anais Badoual, Pablo García-Amorena, Michael Unser
2017 J jnl
Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes.
CoRR
Julien Fageot, Virginie Uhlmann, Michael Unser
2017 J jnl
Splines Are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization.
SIAM Rev.
Michael Unser, Julien Fageot, John Paul Ward
2016 J jnl
Hermite Snakes With Control of Tangents.
IEEE Trans. Image Process.
Virginie Uhlmann, Julien Fageot, Michael Unser
2016 J jnl
Representer Theorems for Sparsity-Promoting ℓ
IEEE Trans. Inf. Theory
Michael Unser, Julien Fageot, Harshit Gupta
2015 J jnl
Wavelet Statistics of Sparse and Self-Similar Images.
SIAM J. Imaging Sci.
Julien Fageot, Emrah Bostan, Michael Unser
2014 B conf
Statistics of wavelet coefficients for sparse self-similar images.
ICIP
Julien Fageot, Emrah Bostan, Michael Unser