Romeo Valentin

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Machine Learning Systems

Top Venues

Publications

Romeo Valentin
Towards a Framework for Deep Learning Certification in Safety-Critical Applications Using Inherently Safe Design and Run-Time Error Detection. CoRR (2024)
Romeo Valentin, Sydney M. Katz, Joonghyun Lee, Don Walker, Matthew Sorgenfrei, Mykel J. Kochenderfer
Probabilistic Parameter Estimators and Calibration Metrics for Pose Estimation from Image Features. CoRR (2024)
Anthony Corso, David Karamadian, Romeo Valentin, Mary Cooper, Mykel J. Kochenderfer
A Holistic Assessment of the Reliability of Machine Learning Systems. CoRR (2023)
Romeo Valentin, Claudio Ferrari, Jérémy Scheurer, Andisheh Amrollahi, Chris Wendler, Max B. Paulus
Instance-wise algorithm configuration with graph neural networks. CoRR (2022)