Alexander Timans

5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (15)

Conferences

UAI (2) AISTATS (1) ECCV (1) NIPS (1)

Top co-authors

Eric Nalisnick (4) Kaspar Sakmann (3) Christian A. Naesseth (3) Christoph-Nikolas Straehle (2) Dan Zhang (1) Rajeev Verma (1) Putri A Van der Linden (1) Tin Hadži Veljković (1) Erik J Bekkers (1) Metod Jazbec (1)

Keywords

conformal prediction (1) inference acceleration (1) risk control (1) early exiting (1) neural network (1)

Papers

Max-Rank: Efficient Multiple Testing for Conformal Prediction AISTATS 2025

CP$^2$: Leveraging Geometry for Conformal Prediction via Canonicalization UAI 2025

On Continuous Monitoring of Risk Violations under Unknown Shift UAI 2025

Fast yet Safe: Early-Exiting with Risk Control NIPS 2024

Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction ECCV 2024