Henrik Marklund
5 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird
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Grand Slam
π₯
Mega-Team Β· Squad
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Clinical
(1)
Domain-Specific
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
distribution shift
(3)
domain adaptation
(2)
domain generalization
(2)
disease detection
(1)
reward learning
(1)
convolutional neural network
(1)
reward misspecification
(1)
radiology report
(1)
chest radiograph
(1)
uncertainty labeling
(1)
adaptive risk minimization
(1)
uncertainty label
(1)
alignment failure
(1)
instrumental goal
(1)
terminal goal
(1)
unsupervised learning
(1)
optimization misalignment
(1)
medical imaging
(1)
unsupervised domain adaptation
(1)
Papers
Misalignment from Treating Means as Ends
AAAI 2026
Extending the WILDS Benchmark for Unsupervised Adaptation
ICLR 2022
Adaptive Risk Minimization: Learning to Adapt to Domain Shift
NeurIPS 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts
ICML 2021
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
AAAI 2019