Mauricio Barahona
6 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (6) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AISTATS (1)
EMNLP (1)
ICML (1)
MLHC (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
representation learning
(1)
multi-task learning
(1)
probabilistic modeling
(1)
medical imaging
(1)
multimodal learning
(1)
clinical prediction
(1)
gaussian process
(1)
time series
(1)
statistical testing
(1)
stochastic process
(1)
disease progression
(1)
neural ordinary differential equation
(1)
unstructured datum
(1)
multimodal fusion
(1)
structured datum
(1)
statistical test
(1)
non-parametric test
(1)
similarity measure
(1)
simplicial complex
(1)
information fusion
(1)
Papers
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
NIPS 2023
Improving information fusion on multimodal clinical data in classification settings
EMNLP 2022
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations
MLHC 2022
Similarity measure for sparse time course data based on Gaussian processes
UAI 2021