Manchingal, Shireen Kudukkil

1. CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks
   2024/01/10 by Wang, Kaizheng, Shariatmadar, Keivan, Manchingal, Shireen Kudukkil +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Random-Set Neural Networks (RS-NN)
   2023/07/11 by Manchingal, Shireen Kudukkil, Mubashar, Muhammad, Wang, Kaizheng +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'
   2025/05/08 by Shireen Kudukkil Manchingal, Andrew Bradley, Manchingal, Shireen Kudukkil +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences