Assessment of Prediction Intervals Using Uncertainty Characteristics Curves
- Jiri Navratil
- Benjamin Elder
- et al.
- 2022
- ICML 2022
I am a Research Staff Member in the at the IBM T.J. Watson Research Center in Yorktown Heights, NY.
I am a member of the AI Lifecycle Acceleration group in AI department. I am working on developing techniques and tools to make it easier for IBMers and IBM customers to leverage large language models in their enterprise applications.
My previous work focused on improving software performance. I've developed automated techniques for profiling and optimizing virtual machines, as well as finding bottlenecks in distributed software systems.
I received my Ph.D. from Rutgers University as part of the PROLANGS (Programming Languages) Research Group lead by Professor Barbara Ryder. For my thesis work, I investigated profiling techniques for guiding adaptive optimization of Java.