Christos Davatzikos
3 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
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Research topics
Keywords
fmri analysis
(1)
representation learning
(1)
adversarial learning
(1)
semi-supervised learning
(1)
matrix factorization
(1)
uncertainty quantification
(1)
medical imaging
(1)
gaussian process
(1)
adaptive shrinkage
(1)
generative adversarial network
(1)
longitudinal analysis
(1)
hierarchical pattern
(1)
multi-site data
(1)
disease heterogeneity
(1)
deep kernel regression
(1)
brain trajectory
(1)
Papers
Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories
ICLR 2025
Surreal-GAN:Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns
ICLR 2022
Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies
NeurIPS 2021