| Modelops: Cloud-based lifecycle management for reliable and trusted ai W Hummer, V Muthusamy, T Rausch, P Dube, K El Maghraoui, A Murthi, ... 2019 IEEE International Conference on Cloud Engineering (IC2E), 113-120, 2019 | 44 | 2019 |
| Towards automating the AI operations lifecycle M Arnold, J Boston, M Desmond, E Duesterwald, B Elder, A Murthi, ... arXiv preprint arXiv:2003.12808, 2020 | 6 | 2020 |
| Exploring the hyperparameter landscape of adversarial robustness E Duesterwald, A Murthi, G Venkataraman, M Sinn, D Vijaykeerthy arXiv preprint arXiv:1905.03837, 2019 | 6 | 2019 |
| Learning prediction intervals for model performance B Elder, M Arnold, A Murthi, J Navratil arXiv preprint, 2020 | 2 | 2020 |
| Detection of failure conditions and restoration of deployed models in a computing environment E Duesterwald, P Oum, G Fang, D Saha, A Murthi, W Hummer US Patent 11,294,759, 2022 | | 2022 |
| System for operationalizing high-level machine learning training enhancements from low-level primitives E Duesterwald, A Murthi, D Vijaykeerthy, V Arya, G Venkataraman US Patent App. 16/510,534, 2021 | | 2021 |
| Not Your Grandfathers Test Set: Reducing Labeling Effort for Testing B Taskazan, J Navratil, M Arnold, A Murthi, G Venkataraman, B Elder arXiv preprint arXiv:2007.05499, 2020 | | 2020 |
