Follow
Ambrish Rawat
Ambrish Rawat
IBM Research Staff Member
Verified email at ie.ibm.com - Homepage
Title
Cited by
Cited by
Year
Adversarial Robustness Toolbox v1. 0.0
MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 2018
320*2018
Efficient defenses against adversarial attacks
V Zantedeschi, MI Nicolae, A Rawat
Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security …, 2017
2662017
A survey on neural architecture search
M Wistuba, A Rawat, T Pedapati
arXiv preprint arXiv:1905.01392, 2019
2192019
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
602020
Adversarial phenomenon in the eyes of Bayesian deep learning
A Rawat, M Wistuba, MI Nicolae
arXiv preprint arXiv:1711.08244, 2017
39*2017
FAT: Federated Adversarial Training
G Zizzo, A Rawat, M Sinn, B Buesser
arXiv preprint arXiv:2012.01791, 2020
182020
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
16*2018
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
13*2020
Open-world visual recognition using knowledge graphs
V Lonij, A Rawat, MI Nicolae
arXiv preprint arXiv:1708.08310, 2017
92017
Adversarial Robustness Toolbox v1. 0.0. arXiv 2018
MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 0
9
Searching for machine learning pipelines using a context-free grammar
R Marinescu, A Kishimoto, P Ram, A Rawat, M Wistuba, PP Palmes, ...
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8902-8911, 2021
52021
Federated Unlearning: How to Efficiently Erase a Client in FL?
A Halimi, S Kadhe, A Rawat, N Baracaldo
arXiv preprint arXiv:2207.05521, 2022
32022
Bandit limited discrepancy search and application to machine learning pipeline optimization
A Kishimoto, D Bouneffouf, R Marinescu, P Ram, A Rawat, M Wistuba, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 10228 …, 2022
32022
Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach
N Baracaldo, A Anwar, M Purcell, A Rawat, M Sinn, B Altakrouri, D Balta, ...
arXiv preprint arXiv:2202.12443, 2022
32022
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
22020
Scalable Large Margin Gaussian Process Classification
M Wistuba, A Rawat
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
2*2019
Accelerator modelling and message logging with zeroMQ
J Chrin, M Aiba, A Rawat, Z Wang
Proc of ICALEPCS 15, 610-614, 2015
22015
The Devil Is in the GAN: Backdoor Attacks and Defenses in Deep Generative Models
A Rawat, K Levacher, M Sinn
European Symposium on Research in Computer Security, 776-783, 2022
1*2022
Certified Federated Adversarial Training
G Zizzo, A Rawat, M Sinn, S Maffeis, C Hankin
arXiv preprint arXiv:2112.10525, 2021
12021
Intelligent problem solving using visual input
V Lonij, D Ganguly, B Buesser, A Rawat
US Patent App. 16/358,799, 2020
12020
The system can't perform the operation now. Try again later.
Articles 1–20