Shireen Kudukkil Manchingal

According to our database, Shireen Kudukkil Manchingal authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Unified Evaluation Framework for Epistemic Predictions.

Shireen Kudukkil Manchingal, Muhammad Mubashar, Kaizheng Wang, Fabio Cuzzolin

CoRR, January, 2025

CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks.

Kaizheng Wang, Keivan Shariatmadar, Shireen Kudukkil Manchingal, Fabio Cuzzolin, David Moens, Hans Hallez

Neural Networks, 2025

2024

Credal Deep Ensembles for Uncertainty Quantification.

Kaizheng Wang, Fabio Cuzzolin, Shireen Kudukkil Manchingal, Keivan Shariatmadar, David Moens, Hans Hallez

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Random-Set Convolutional Neural Network (RS-CNN) for Epistemic Deep Learning.

Shireen Kudukkil Manchingal, Muhammad Mubashar, Kaizheng Wang, Keivan Shariatmadar, Fabio Cuzzolin

CoRR, 2023

2022

Epistemic Deep Learning.

Shireen Kudukkil Manchingal, Fabio Cuzzolin

CoRR, 2022