Fieldsend, Jonathan E.

1. PRoA: A Probabilistic Robustness Assessment against Functional Perturbations
   2022/07/05 by Tianle Zhang, Wenjie Ruan, Zhang, Tianle +3 · 3 citations
   Computer Science · #68T07 #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Variational Autoencoders Without the Variation
   2022/03/01 by Daly, Gregory A., Fieldsend, Jonathan E., Tabor, Gavin · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Data-driven plasma modelling: Surrogate collisional radiative models of fluorocarbon plasmas from deep generative autoencoders
   2023/06/26 by Gregory A. Daly, Daly, Gregory A., Jonathan E. Fieldsend +5 · 1 citation
   Computer Science · Engineering · #Building Energy and Comfort Optimization #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Plasma Physics (physics.plasm-ph)