Anupama Murthi
Anupama Murthi
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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
Towards automating the AI operations lifecycle
M Arnold, J Boston, M Desmond, E Duesterwald, B Elder, A Murthi, ...
arXiv preprint arXiv:2003.12808, 2020
Exploring the hyperparameter landscape of adversarial robustness
E Duesterwald, A Murthi, G Venkataraman, M Sinn, D Vijaykeerthy
arXiv preprint arXiv:1905.03837, 2019
Learning prediction intervals for model performance
B Elder, M Arnold, A Murthi, J Navratil
arXiv preprint, 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
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
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
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