Shireen Kudukkil Manchingal

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (9)

Conferences

AISTATS (1) ICLR (1) NIPS (1)

Top co-authors

Fabio Cuzzolin (3) Kaizheng Wang (3) Muhammad Mubashar (2) Keivan Shariatmadar (2) Hans Hallez (1) David Moens (1)

Keywords

ensemble learning (1) uncertainty quantification (1) epistemic uncertainty (1) distributionally robust optimization (1) credal set (1) out-of-distribution detection (1) calibration error (1) neural network ensemble (1) expected calibration error (1) deep ensemble (1)

Papers

A Unified Evaluation Framework for Epistemic Predictions AISTATS 2025

Random-Set Neural Networks ICLR 2025

Credal Deep Ensembles for Uncertainty Quantification NIPS 2024