José C. Príncipe
5 papers · 2017–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
information theory
(3)
unsupervised learning
(1)
active learning
(1)
representation learning
(1)
multi-task learning
(1)
online learning
(1)
graph laplacian
(1)
point set registration
(1)
weakly supervised learning
(1)
hypothesis testing
(1)
statistical dependence
(1)
density ratio estimation
(1)
probability density
(1)
graph sparsification
(1)
label efficiency
(1)
streaming data
(1)
distribution alignment
(1)
renyi entropy
(1)
concept drift detection
(1)
streaming classification
(1)
Papers
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
NeurIPS 2024
Labels, Information, and Computation: Efficient Learning Using Sufficient Labels
JMLR 2023
Principle of relevant information for graph sparsification
UAI 2022
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels
IJCAI 2018
Group-Wise Point-Set Registration Based on Renyi's Second Order Entropy
CVPR 2017