Ambrish Rawat
Ambrish Rawat
IBM Research Staff Member
Verified email at - Homepage
Cited by
Cited by
Efficient defenses against adversarial attacks
V Zantedeschi, MI Nicolae, A Rawat
Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security …, 2017
A survey on neural architecture search
M Wistuba, A Rawat, T Pedapati
arXiv preprint arXiv:1905.01392, 2019
Adversarial Robustness Toolbox v1. 0.0
MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 2018
Adversarial Robustness Toolbox v0. 2.2
MI Nicolae, M Sinn, TN Minh, A Rawat, M Wistuba, V Zantedeschi, ...
Adversarial phenomenon in the eyes of Bayesian deep learning
A Rawat, M Wistuba, MI Nicolae
arXiv preprint arXiv:1711.08244, 2017
Non-parametric estimation of jensen-shannon divergence in generative adversarial network training
M Sinn, A Rawat
International Conference on Artificial Intelligence and Statistics, 642-651, 2018
Adversarial Robustness Toolbox v1. 2.0. CoRR 1807.01069 (2018)
MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
Survey on Automated End-to-End Data Science
D Bouneffouf, C Aggarwal, H Samulowitz, B Buesser, T Hoang, ...
2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020
Open-world visual recognition using knowledge graphs
V Lonij, A Rawat, MI Nicolae
arXiv preprint arXiv:1708.08310, 2017
A survey on neural architecture search. arXiv 2019
M Wistuba, A Rawat, T Pedapati
arXiv preprint arXiv:1905.01392, 2019
Ibm federated learning: an enterprise framework white paper v0. 1
H Ludwig, N Baracaldo, G Thomas, Y Zhou, A Anwar, S Rajamoni, Y Ong, ...
arXiv preprint arXiv:2007.10987, 2020
FAT: Federated Adversarial Training
G Zizzo, A Rawat, M Sinn, B Buesser
arXiv preprint arXiv:2012.01791, 2020
Accelerator modelling and message logging with zeroMQ
J Chrin, M Aiba, A Rawat, Z Wang
Proc of ICALEPCS 15, 610-614, 2015
Automation of Deep Learning-Theory and Practice
M Wistuba, A Rawat, T Pedapati
Proceedings of the 2020 International Conference on Multimedia Retrieval, 5-6, 2020
Protecting a machine learning model
NM Tran, M Sinn, A Rawat, M Nicolae, M Wistuba
US Patent App. 16/192,787, 2020
Extending Knowledge Bases Using Images
VPA Lonij, A Rawat, MI Nicolae
NeurIPS 2017 workshop on Automatic Knowledge Base Construction, 2017
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
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
Intelligent problem solving using visual input
V Lonij, D Ganguly, B Buesser, A Rawat
US Patent App. 16/358,799, 2020
Neural Tree Kernel Learning
S Lin, M Wistuba, A Rawat, N Chawla
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