Carla E. Brodley
4 papers · 2002–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Research topics
Keywords
unsupervised learning
(1)
dimensionality reduction
(1)
representation learning
(1)
image segmentation
(1)
semi-supervised learning
(1)
feature selection
(1)
expectation maximization
(1)
medical image segmentation
(1)
foundation model
(1)
model internal
(1)
conditional random field
(1)
hierarchical crf
(1)
lesion detection
(1)
cortical dysplasia
(1)
neural network
(1)
hierarchical conditional random field
(1)
cortical lesion detection
(1)
surface based morphometry
(1)
Papers
NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals
ICLR 2025
Decrypting “Cryptogenic” Epilepsy: Semi-supervised Hierarchical Conditional Random Fields For Detecting Cortical Lesions In MRI-Negative Patients
JMLR 2016
Feature Selection for Unsupervised Learning
JMLR 2004
Special Issue on the Eighteenth International Conference on Machine Learning (ICML2001)
JMLR 2002