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mohammad mahdi bejani
mohammad mahdi bejani
Phd of Computer Science
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Année
A systematic review on overfitting control in shallow and deep neural networks
MM Bejani, M Ghatee
Artificial Intelligence Review 54 (8), 6391-6438, 2021
2172021
A context aware system for driving style evaluation by an ensemble learning on smartphone sensors data
MM Bejani, M Ghatee
Transportation Research Part C: Emerging Technologies 89, 303-320, 2018
1402018
Convolutional neural network with adaptive regularization to classify driving styles on smartphones
MM Bejani, M Ghatee
IEEE transactions on intelligent transportation systems 21 (2), 543-552, 2019
742019
Theory of adaptive SVD regularization for deep neural networks
MM Bejani, M Ghatee
Neural Networks 128, 33-46, 2020
232020
Regularized deep networks in intelligent transportation systems: A taxonomy and a case study
MM Bejani, M Ghatee
arXiv preprint arXiv:1911.03010, 2019
102019
Least auxiliary loss-functions with impact growth adaptation (Laliga) for convolutional neural networks
MM Bejani, M Ghatee
Neurocomputing 453, 413-427, 2021
42021
Adaptive low-rank factorization to regularize shallow and deep neural networks
MM Bejani, M Ghatee
arXiv preprint arXiv:2005.01995, 2020
42020
Adaptive Low-Rank Regularization with Damping Sequences to Restrict Lazy Weights in Deep Networks
MM Bejani, M Ghatee
arXiv preprint arXiv:2106.09677, 2021
12021
Roadside acoustic sensors to support vulnerable pedestrians via their smartphones
M Ghatee, M Khalili, M Teimouri, MM Bejani
AUT Journal of Mathematics and Computing 1 (2), 135-143, 2020
12020
Where2Start: Leveraging initial States for Robust and Sample-Efficient Reinforcement Learning
P Parsa, RZ Moayedi, M Bornosi, MM Bejani
arXiv preprint arXiv:2311.15089, 2023
2023
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