Nihal Murali
- Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics
2023/02/18 by Nihal Murali, Aahlad Puli, Murali, Nihal +7 · 2 citations
Business, Management and Accounting · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mining Techniques and Economics #Organizational Management and Leadership
- Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier
2022/10/21 by Sumedha Singla, Singla, Sumedha, Nihal Murali +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare