Follow
Anupama Murthi
Anupama Murthi
Unknown affiliation
Verified email at ibm.com
Title
Cited by
Cited by
Year
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
542019
Towards automating the AI operations lifecycle
M Arnold, J Boston, M Desmond, E Duesterwald, B Elder, A Murthi, ...
arXiv preprint arXiv:2003.12808, 2020
82020
Exploring the hyperparameter landscape of adversarial robustness
E Duesterwald, A Murthi, G Venkataraman, M Sinn, D Vijaykeerthy
arXiv preprint arXiv:1905.03837, 2019
72019
Learning prediction intervals for model performance
B Elder, M Arnold, A Murthi, J Navrátil
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 7305-7313, 2021
42021
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
12020
ASSISTANT FOR LARGE-SCALE MACHINE LEARNING EXPERIMENTS
E Duesterwald, A Murthi, M Hind, MR Arnold, BT Elder, J Navratil
US Patent App. 17/110,275, 2022
2022
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
The system can't perform the operation now. Try again later.
Articles 1–8