Anis Fradi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Gaussian Process

Top Venues

Publications

Anis Fradi, Khalid Daoudi
Reduced-rank spectral mixtures Gaussian processes for probabilistic time-frequency representations. Signal Process. 218 (2024)
Anis Fradi, Chafik Samir
Learning and Regression on the Grassmannian. PRICAI (2) (2023)
Anis Fradi, Chafik Samir
A New Framework for Classifying Probability Density Functions. ECML/PKDD (1) (2023)
Anis Fradi, Chafik Samir, José Braga
A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves. SoICT (2023)
Tien-Tam Tran, Anis Fradi, Chafik Samir
Learning, inference, and prediction on probability density functions with constrained Gaussian processes. Inf. Sci. 642 (2023)
Anis Fradi, Chafik Samir, J. Braga, Shantanu H. Joshi, Jean-Michel Loubes
Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes. IEEE Trans. Image Process. 31 (2022)
Anis Fradi, Y. Feunteun, Chafik Samir, M. Baklouti, François Bachoc, Jean-Michel Loubes
Bayesian regression and classification using Gaussian process priors indexed by probability density functions. Inf. Sci. 548 (2021)
Hajer Fradi, Anis Fradi, Jean-Luc Dugelay
Multi-layer Feature Fusion and Selection from Convolutional Neural Networks for Texture Classification. VISIGRAPP (4: VISAPP) (2021)
Anis Fradi, Ines Adouani, Chafik Samir
Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling. SPIGL (2020)
Anis Fradi, Chafik Samir, Anne-Françoise Yao
Manifold-Based Inference for a Supervised Gaussian Process Classifier. ICASSP (2018)