Anupama Murthi

According to our database, Anupama Murthi authored at least 5 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Learning Prediction Intervals for Model Performance.

Benjamin Elder, Matthew Arnold, Anupama Murthi, Jirí Navrátil

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Not Your Grandfathers Test Set: Reducing Labeling Effort for Testing.

Begum Taskazan, Jirí Navrátil, Matthew Arnold, Anupama Murthi, Ganesh Venkataraman, Benjamin Elder

CoRR, 2020

Towards Automating the AI Operations Lifecycle.

Matthew Arnold, Jeffrey Boston, Michael Desmond, Evelyn Duesterwald, Benjamin Elder, Anupama Murthi, Jirí Navrátil, Darrell Reimer

CoRR, 2020

2019

Exploring the Hyperparameter Landscape of Adversarial Robustness.

Evelyn Duesterwald, Anupama Murthi, Ganesh Venkataraman, Mathieu Sinn, Deepak Vijaykeerthy

CoRR, 2019

ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI.

Waldemar Hummer, Vinod Muthusamy, Thomas Rausch, Parijat Dube, Kaoutar El Maghraoui, Anupama Murthi, Punleuk Oum

Proceedings of the IEEE International Conference on Cloud Engineering, 2019