Kaspar Sakmann
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
conformal prediction
(3)
certified robustness
(1)
quantile regression
(1)
family-wise error rate
(1)
multiple hypothesis testing
(1)
adversarial attack
(1)
inference acceleration
(1)
bounding box
(1)
type i error
(1)
coverage guarantee
(1)
predictive uncertainty
(1)
patch attack
(1)
risk control
(1)
early exiting
(1)
neural network
(1)
class label
(1)
pixel prediction
(1)
semantic segmentation
(1)
ensemble
(1)
Papers
Max-Rank: Efficient Multiple Testing for Conformal Prediction
AISTATS 2025
Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction
ECCV 2024
Fast yet Safe: Early-Exiting with Risk Control
NeurIPS 2024
Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation
ICLR 2023