Henriksson, Jens

1. Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System
   2022/04/16 by Markus Borg, Borg, Markus, Jens Henriksson +17 · 5 citations
   Computer Science · Decision Sciences · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Safety Analysis #Safety Systems Engineering in Autonomy #Software Engineering (cs.SE)
2. Towards Structured Evaluation of Deep Neural Network Supervisors
   2019/03/04 by Jens Henriksson, Henriksson, Jens, Christian Berger +11 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety
3. Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets
   2024/01/30 by Jens Henriksson, Christian Berger, Henriksson, Jens +5 · 2 citations
   Engineering · Environmental Science · Computer Science · #Traffic Prediction and Management Techniques #Air Quality Monitoring and Forecasting #Anomaly Detection Techniques and Applications
4. Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks
   2021/03/29 by Jens Henriksson, Christian Berger, Henriksson, Jens +9 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #D.2.5 #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Nuclear Engineering Thermal-Hydraulics