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Maria-Irina Nicolae
Maria-Irina Nicolae
Bosch Research
Adresse e-mail validée de bosch.com
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Citée par
Année
Efficient defenses against adversarial attacks
V Zantedeschi, MI Nicolae, A Rawat
Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security …, 2017
2372017
Adversarial Robustness Toolbox v1. 0.0
MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 2018
2022018
Adversarial Robustness Toolbox v0. 2.2
MI Nicolae, M Sinn, TN Minh, A Rawat, M Wistuba, V Zantedeschi, ...
642018
Adversarial phenomenon in the eyes of Bayesian deep learning
A Rawat, M Wistuba, MI Nicolae
arXiv preprint arXiv:1711.08244, 2017
282017
Open-world visual recognition using knowledge graphs
V Lonij, A Rawat, MI Nicolae
arXiv preprint arXiv:1708.08310, 2017
92017
Joint semi-supervised similarity learning for linear classification
MI Nicolae, É Gaussier, A Habrard, M Sebban
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
82015
Harnessing model uncertainty for detecting adversarial examples
M Rawat, M Wistuba, MI Nicolae
NIPS Workshop on Bayesian Deep Learning, 2017
62017
Similarity learning for time series classification
MI Nicolae, É Gaussier, A Habrard, M Sebban
arXiv preprint arXiv:1610.04783, 2016
52016
Adversarial Robustness Toolbox v1. 0.1. arXiv 2018
MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 0
5
Algorithmic Robustness for Semi-Supervised (ϵ, γ, τ)-Good Metric Learning
MI Nicolae, M Sebban, A Habrard, É Gaussier, MR Amini
ICONIP, 2015
2*2015
Algorithmic Robustness for Learning via -Good Similarity Functions
MI Nicolae, M Sebban, A Habrard, É Gaussier, MR Amini
arXiv preprint arXiv:1412.6452, 2014
22014
Extending Knowledge Bases Using Images.
VPA Lonij, A Rawat, MI Nicolae
AKBC@ NIPS, 2017
12017
Providing adversarial protection for electronic screen displays
B Buesser, MI Nicolae, A Rawat, M Sinn, NM Tran, M Wistuba
US Patent 11,288,408, 2022
2022
Protecting a machine learning model
NM Tran, M Sinn, A Rawat, MI Nicolae, M Wistuba
US Patent 11,036,857, 2021
2021
Adding adversarial robustness to trained machine learning models
B Buesser, MI Nicolae, A Rawat, M Sinn, NM Tran, M Wistuba
US Patent App. 16/601,451, 2021
2021
Learning input preprocessing to harden machine learning models
NM Tran, M Sinn, MI Nicolae, M Wistuba, A Rawat, B Buesser
US Patent App. 16/566,862, 2021
2021
Providing adversarial protection of speech in audio signals
B Buesser, MI Nicolae, A Rawat, M Sinn, NM Tran, M Wistuba
US Patent 10,896,664, 2021
2021
Open Fabric for Deep Learning Models
F Pollok, S Boag, MI Nicolae
2018
Learning similarities for linear classification: theoretical foundations and algorithms
MI Nicolae
Lyon, 2016
2016
Vérification de propriétés de systemes par algorithmes randomisés
MI NICOLAE, JM VINCENT
Table des articles, 35, 2010
2010
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