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Hatem HAJRI
Hatem HAJRI
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Geomstats: a Python package for Riemannian geometry in machine learning
N Miolane, N Guigui, A Le Brigant, J Mathe, B Hou, Y Thanwerdas, ...
Journal of Machine Learning Research 21 (223), 1-9, 2020
852020
Gaussian distributions on Riemannian symmetric spaces: statistical learning with structured covariance matrices
S Said, H Hajri, L Bombrun, BC Vemuri
IEEE information theory, 2017, 2016
782016
Alice Le Brigant, Johan Mathe
N Miolane, N Guigui
Benjamin Hou, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep …, 2020
422020
Real Time Lidar and Radar High-Level Fusion for Obstacle Detection and Tracking with Evaluation on a Ground Truth
H Hajri, MC Rahal
20th International Conference on Automation, Robotics and Applications …, 2018
252018
Probabilistic Jacobian-based Saliency Maps Attacks
T Combey, A Loison, M Faucher, H Hajri
https://www.mdpi.com/2504-4990/2/4/30, 2020
242020
Stochastic flows related to Walsh Brownian motion
H Hajri
212011
FRSign: A Large-Scale Traffic Light Dataset for Autonomous Trains
J Harb, N Rébéna, R Chosidow, G Roblin, R Potarusov, H Hajri
https://arxiv.org/abs/2002.05665, 2020
202020
Application of stochastic flows to the sticky Brownian motion equation
H Hajri, M Caglar, M Arnaudon
Electronic communications in probability, 2017
162017
Riemannian Laplace distribution on the space of symmetric positive definite matrices
H Hajri, I Ilea, S Said, L Bombrun, Y Berthoumieu
Entropy 18 (3), 98, 2016
162016
Itô’s formula for Walsh’s Brownian motion and applications
H Hajri, W Touhami
Statistics & Probability Letters 87, 48-53, 2014
162014
Discrete approximations to solution flows of Tanaka’s SDE related to Walsh Brownian motion
H Hajri
Séminaire de Probabilités XLIV, 167-190, 2012
142012
Introduction to Geometric Learning in Python with Geomstats
N Miolane
Proceedings of the 19th Python in Science Conference 2020, 2020
122020
On flows associated to Tanaka's SDE and related works
H Hajri
Electronic Communications in Probability, 2015
122015
Stochastic flows on metric graphs
H Hajri, O Raimond
https://projecteuclid.org/euclid.ejp/1465065654 19, 2014
102014
Stochastic flows and an interface SDE on metric graphs
H Hajri, O Raimond
Stochastic Processes and their Applications, 2013
102013
A hyperbolic approach for learning communities on graphs
T Gerald, H Zaatiti, H Hajri, N Baskiotis, O Schwander
Data Mining and Knowledge Discovery 37 (3), 1090-1124, 2023
8*2023
Improving Robustness of Deep Reinforcement Learning Agents: Environment Attacks based on Critic Networks
L Schott, H Hajri, S Lamprier
2022 International Joint Conference on Neural Networks (IJCNN), 2022
72022
Stochastic sparse adversarial attacks
M Césaire, L Schott, H Hajri, S Lamprier, P Gallinari
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021
72021
Correlated coalescing Brownian flows on ℝ and the circle
M Çağlar, H Hajri, AH Karakuş
http://alea.impa.br/articles/v15/15-54.pdf, 2017
7*2017
Tanaka's equation on the circle and stochastic flows
H Hajri, O Raimond
ALEA-Latin American Journal of Probability and Mathematical Statistics, 2012
72012
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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