Benjamin Elder

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Regression Model

Labeling Effort

Top Venues

Publications

Jirí Navrátil, Benjamin Elder, Matthew Arnold, Soumya Ghosh, Prasanna Sattigeri
Assessment of Prediction Intervals Using Uncertainty Characteristics Curves. CoRR (2023)
Benjamin Elder, Matthew Arnold, Anupama Murthi, Jirí Navrátil
Learning Prediction Intervals for Model Performance. AAAI (2021)
Jirí Navrátil, Benjamin Elder, Matthew Arnold, Soumya Ghosh, Prasanna Sattigeri
Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals. CoRR (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)
Jirí Navrátil, Matthew Arnold, Benjamin Elder
Uncertainty Prediction for Deep Sequential Regression Using Meta Models. 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)
Atin Sood, Benjamin Elder, Benjamin Herta, Chao Xue, Costas Bekas, A. Cristiano I. Malossi, Debashish Saha, Florian Scheidegger, Ganesh Venkataraman, Gegi Thomas, Giovanni Mariani, Hendrik Strobelt, Horst Samulowitz, Martin Wistuba, Matteo Manica, Mihir R. Choudhury, Rong Yan, Roxana Istrate, Ruchir Puri, Tejaswini Pedapati
NeuNetS: An Automated Synthesis Engine for Neural Network Design. CoRR (2019)