| Adversarial Robustness Toolbox v1. 0.0 MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ... arXiv preprint arXiv:1807.01069, 2018 | 539 | 2018 |
| 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 | 129 | 2020 |
| Using historical data to predict application runtimes on backfilling parallel systems TN Minh, L Wolters 2010 18th Euromicro Conference on Parallel, Distributed and Network-based …, 2010 | 42 | 2010 |
| A realistic integrated model of parallel system workloads TN Minh, L Wolters, D Epema 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid …, 2010 | 38 | 2010 |
| Towards a profound analysis of bags-of-tasks in parallel systems and their performance impact NM Tran, L Wolters Proceedings of the 20th international symposium on High performance …, 2011 | 28 | 2011 |
| Automated image data preprocessing with deep reinforcement learning TN Minh, M Sinn, HT Lam, M Wistuba arXiv preprint arXiv:1806.05886, 2018 | 26 | 2018 |
| Adversarial Robustness Toolbox v1. 0.0. arXiv 2019 MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ... arXiv preprint arXiv:1807.01069, 2019 | 23 | 2019 |
| Modeling parallel system workloads with temporal locality TN Minh, L Wolters Workshop on Job Scheduling Strategies for Parallel Processing, 101-115, 2009 | 21 | 2009 |
| Neural feature learning from relational database HT Lam, TN Minh, M Sinn, B Buesser, M Wistuba arXiv preprint arXiv:1801.05372, 2018 | 20 | 2018 |
| Modeling job arrival process with long range dependence and burstiness characteristics TN Minh, L Wolters 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid …, 2009 | 18 | 2009 |
| Learning features for relational data MW HT Lam, TN Minh, M Sinn, B Buesser arXiv preprint arXiv:1801.05372, 2018, 2018 | 15* | 2018 |
| Parallel workload modeling with realistic characteristics TN Minh, T Nam, DHJ Epema IEEE Transactions on Parallel and Distributed Systems 25 (8), 2138-2148, 2013 | 14 | 2013 |
| Automated data science for relational data HT Lam, B Buesser, H Min, TN Minh, M Wistuba, U Khurana, G Bramble, ... 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2689-2692, 2021 | 12 | 2021 |
| Performance impact of job arrivals on clusters and grids through realistic model-based simulation TN Minh, L Wolters 2011 International Symposium on Performance Evaluation of Computer …, 2011 | 12* | 2011 |
| Protecting a machine learning model NM Tran, M Sinn, A Rawat, MI Nicolae, M Wistuba US Patent 11,036,857, 2021 | 8 | 2021 |
| Evolutionary Search for Adversarially Robust Neural Network M Sinn, M Wistuba, B Buesser, MI Nicolae, MN Tran SAFEML ICLR, 2019 | 7 | 2019 |
| Adversarial robustness toolbox v1. 0.1. CoRR 1807.01069 (2018) MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ... | 6 | 1807 |
| Adding adversarial robustness to trained machine learning models B Buesser, MI Nicolae, A Rawat, M Sinn, NM Tran, M Wistuba US Patent 11,334,671, 2022 | 2 | 2022 |
| Federated learning of machine learning model features M Sinn, NM Tran, S Braghin, M Purcell US Patent App. 16/839,896, 2021 | 2 | 2021 |
| Adversarial Robustness Toolbox v0. 2.2 MI Nicolae, M Sinn, TN Minh, A Rawat, M Wistuba, V Zantedeschi, ... | 2* | 2018 |
Mathieu SinnIBM Research Staff MemberVerified email at ie.ibm.com
