Jones, Charles

1. Rethinking Fair Representation Learning for Performance-Sensitive Tasks
   2024/10/05 by Charles Jones, Fabio De Sousa Ribeiro, Jones, Charles +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Automatic dataset shift identification to support safe deployment of medical imaging AI
   2024/11/12 by Roschewitz, Mélanie, Mehta, Raghav, Jones, Charles +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Mitigating attribute amplification in counterfactual image generation
   2024/03/14 by Tian Xia, Mélanie Roschewitz, Xia, Tian +7 · 2 citations
   Engineering · Biochemistry, Genetics and Molecular Biology · #Image Processing Techniques and Applications #Cell Image Analysis Techniques
4. A Primer on Causal and Statistical Dataset Biases for Fair and Robust Image Analysis
   2025/09/04 by Jones, Charles, Glocker, Ben · 1 citation
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)