Anupama Murthi

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 6

Top Topics

Labeling Effort

Boolean Operations

Lifecycle Management

Top Venues

Publications

Benjamin Elder, Matthew Arnold, Anupama Murthi, Jirí Navrátil
Learning Prediction Intervals for Model Performance. AAAI (2021)
Begum Taskazan, Jirí Navrátil, Matthew Arnold, Anupama Murthi, Ganesh Venkataraman, Benjamin Elder
Not Your Grandfathers Test Set: Reducing Labeling Effort for Testing. CoRR (2020)
Benjamin Elder, Matthew Arnold, Anupama Murthi, Jirí Navrátil
Learning Prediction Intervals for Model Performance. CoRR (2020)
Matthew Arnold, Jeffrey Boston, Michael Desmond, Evelyn Duesterwald, Benjamin Elder, Anupama Murthi, Jirí Navrátil, Darrell Reimer
Towards Automating the AI Operations Lifecycle. CoRR (2020)
Waldemar Hummer, Vinod Muthusamy, Thomas Rausch, Parijat Dube, Kaoutar El Maghraoui, Anupama Murthi, Punleuk Oum
ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI. IC2E (2019)
Evelyn Duesterwald, Anupama Murthi, Ganesh Venkataraman, Mathieu Sinn, Deepak Vijaykeerthy
Exploring the Hyperparameter Landscape of Adversarial Robustness. CoRR (2019)