Anis Fradi

15 papers Misc 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
ConvKAN: Towards Robust, High-Performance and Interpretable Image Classification.
VISIGRAPP (2): VISAPP
Achref Ouni, Chafik Samir, Yousef Bouaziz, Anis Fradi
2025 J jnl
Decomposed Gaussian Processes for Efficient Regression Models with Low Complexity.
Entropy
Anis Fradi, Tien Tam Tran, Chafik Samir
2024 J jnl
A New Bayesian Approach to Global Optimization on Parametrized Surfaces in $\mathbb {R}^{3}$.
J. Optim. Theory Appl.
Anis Fradi, Chafik Samir, Ines Adouani
2024 — conf
A New Framework for Evaluating the Validity and the Performance of Binary Decisions on Manifold-Valued Data.
ECML/PKDD (1)
Anis Fradi, Chafik Samir
2024 J jnl
Reduced-rank spectral mixtures Gaussian processes for probabilistic time-frequency representations.
Signal Process.
Anis Fradi, Khalid Daoudi
2023 — conf
A New Framework for Classifying Probability Density Functions.
ECML/PKDD (1)
Anis Fradi, Chafik Samir
2023 — conf
A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves.
SoICT
Anis Fradi, Chafik Samir, José Braga
2023 — conf
Learning and Regression on the Grassmannian.
PRICAI (2)
Anis Fradi, Chafik Samir
2023 J jnl
Learning, inference, and prediction on probability density functions with constrained Gaussian processes.
Inf. Sci.
Tien Tam Tran, Anis Fradi, Chafik Samir
2022 J jnl
Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes.
IEEE Trans. Image Process.
Anis Fradi, Chafik Samir, José Braga, Shantanu H. Joshi, Jean-Michel Loubes
2021 — —
Bayesian Inference within the Framework of 2D and 3D Shape Analysis. (L'inférence bayésienne dans le cadre de l'analyse des formes 2D et 3D).
Anis Fradi
2021 J jnl
Bayesian regression and classification using Gaussian process priors indexed by probability density functions.
Inf. Sci.
Anis Fradi, Yan Feunteun, Chafik Samir, M. Baklouti, François Bachoc, Jean-Michel Loubes
2021 — conf
Multi-layer Feature Fusion and Selection from Convolutional Neural Networks for Texture Classification.
VISIGRAPP (4: VISAPP)
Hajer Fradi, Anis Fradi, Jean-Luc Dugelay
2020 — conf
Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling.
SPIGL
Anis Fradi, Ines Adouani, Chafik Samir
2018 Misc conf
Manifold-Based Inference for a Supervised Gaussian Process Classifier.
ICASSP
Anis Fradi, Chafik Samir, Anne-Françoise Yao