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Romeo Valentin
Romeo Valentin
Verified email at math.ethz.ch
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Year
Pyomo. GDP: an ecosystem for logic based modeling and optimization development
Q Chen, ES Johnson, DE Bernal, R Valentin, S Kale, J Bates, JD Siirola, ...
Optimization and Engineering 23 (1), 607-642, 2022
512022
Neural network based runway landing guidance for general aviation autoland
G Balduzzi, M Ferrari Bravo, A Chernova, C Cruceru, L van Dijk, ...
United States. Department of Transportation. Federal Aviation Administration …, 2021
192021
A holistic assessment of the reliability of machine learning systems
A Corso, D Karamadian, R Valentin, M Cooper, MJ Kochenderfer
arXiv preprint arXiv:2307.10586, 2023
122023
Instance-wise algorithm configuration with graph neural networks
R Valentin, C Ferrari, J Scheurer, A Amrollahi, C Wendler, MB Paulus
arXiv preprint arXiv:2202.04910, 2022
82022
Pyosyn: a collaborative ecosystem for process design advancement
Q Chen, S Kale, J Bates, R Valentin, DE Bernal, M Bynum, J Siirola, ...
2019 AIChE annual meeting, 2019
62019
Towards a Framework for Deep Learning Certification in Safety-Critical Applications Using Inherently Safe Design and Run-Time Error Detection
R Valentin
arXiv preprint arXiv:2403.14678, 2024
12024
Probabilistic Parameter Estimators and Calibration Metrics for Pose Estimation from Image Features
R Valentin, SM Katz, J Lee, D Walker, M Sorgenfrei, MJ Kochenderfer
2024 AIAA DATC/IEEE 43rd Digital Avionics Systems Conference (DASC), 01-09, 2024
2024
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