Dablain, Damien
- DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data
2021/05/05 by Damien Dablain, Bartosz Krawczyk, Dablain, Damien +3 · 9 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image and Object Detection Techniques #Machine Learning (cs.LG)
- Understanding CNN Fragility When Learning With Imbalanced Data
2022/10/17 by Dablain, Damien, Jacobson, Kristen N., Bellinger, Colin +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards A Holistic View of Bias in Machine Learning: Bridging Algorithmic Fairness and Imbalanced Learning
2022/07/13 by Damien Dablain, Dablain, Damien, Bartosz Krawczyk +3 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computers and Society (cs.CY) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)