Mauricio Barahona
7 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Keyword Champion
(2)
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Core Methods
(5)
Mathematics & Optimization
(3)
Mathematics
(3)
Deep Learning
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Clinical
(1)
Keywords
high-order interaction
(2)
causal discovery
(2)
multi-task learning
(1)
feature selection
(1)
statistical testing
(1)
medical imaging
(1)
clinical prediction
(1)
bayesian network
(1)
gaussian process
(1)
time series
(1)
multimodal learning
(1)
stochastic process
(1)
disease progression
(1)
v-statistics
(1)
probabilistic modeling
(1)
neural ordinary differential equation
(1)
unstructured data
(1)
partial information decomposition
(1)
multimodal fusion
(1)
representation learning
(1)
Papers
Information-theoretic signatures of causality in Bayesian networks and hypergraphs
CLeaR 2026
Information-Theoretic Measures on Lattices for Higher-Order Interactions
AISTATS 2025
Permutation-Free High-Order Interaction Tests
ICML 2025
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
NeurIPS 2023
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations
MLHC 2022
Improving information fusion on multimodal clinical data in classification settings
EMNLP 2022
Similarity measure for sparse time course data based on Gaussian processes
UAI 2021