Keivan Shariatmadar

3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (9)

Conferences

ICLR (2) NIPS (1)

Top co-authors

Fabio Cuzzolin (3) Kaizheng Wang (3) Shireen Kudukkil Manchingal (2) Hans Hallez (2) David Moens (2) Muhammad Mubashar (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

Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification ICLR 2025

Random-Set Neural Networks ICLR 2025

Credal Deep Ensembles for Uncertainty Quantification NIPS 2024