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Chafik SAMIR
Associate Professor (HDR)
University of Clermont Auvergne
46%
Open access
57
Documents
Current affiliations
- 1063463
Researcher identifiers
chafik-samir
-
0000-0003-0619-5040
- IdRef : 187174601
Presentation
**About me:**
Chafik Samir is an Associate Professor (HDR) at the University of Clermont Auvergne (UCA) and member of LIMOS (CNRS UMR 6158) Laboratory, France.
His main research interests involve:
* Optimization on Manifolds
* Machine Learning
* Artificial Intelligence
* Statistical Shape Analysis: Functional, curves, surfaces, 4D, etc.
* Inference, Regression and Classification on high Dimension and Manifold Embedding
* Spatio-temporal Gaussian processes
* Dynamics and Functional Patterns Analysis
With different applications to real world probelms : Medical, Paleontology, Indiustrial Artificial Vision, Data Science, etc.
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Transfer Learning on Riemannian ManifoldsUniversity of Clermont Auvergne. 2023
Reports
hal-04281544v1
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Flexible Regression Models with Gaussian Process PriorUniversity of Clermont Auvergne. 2023
Reports
hal-04281541v1
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Technical report for: On Studying the Effect of Data Quality on Classification Performance[Technical Report] University of Clermont Auvergne. 2022
Reports
hal-03782760v1
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Relative Regression on Riemannian ManifoldsUniversité Clermont Auvergne (UCA). 2020
Reports
hal-04291438v1
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Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC SamplingGeometric Structures of Statistical Physics, Information Geometry, and Learning, pp.356-373, 2021, ⟨10.1007/978-3-030-77957-3_19⟩
Book sections
hal-03282023v1
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