Alexander Timans
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
conformal prediction
(4)
distribution shift
(2)
coverage guarantee
(2)
quantile regression
(1)
sequential hypothesis testing
(1)
set prediction
(1)
family-wise error rate
(1)
multiple hypothesis testing
(1)
inference acceleration
(1)
bounding box
(1)
type i error
(1)
predictive uncertainty
(1)
risk control
(1)
false alarm rate
(1)
early exiting
(1)
neural network
(1)
risk monitoring
(1)
pose canonicalization
(1)
class label
(1)
ensemble
(1)
Papers
CP$^2$: Leveraging Geometry for Conformal Prediction via Canonicalization
UAI 2025
Max-Rank: Efficient Multiple Testing for Conformal Prediction
AISTATS 2025
On Continuous Monitoring of Risk Violations under Unknown Shift
UAI 2025
Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction
ECCV 2024
Fast yet Safe: Early-Exiting with Risk Control
NeurIPS 2024