Rafael Cabañas
7 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2)
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(13)
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Trend Setter
Conferences
PGM (6)
AISTATS (1)
Top co-authors
Keywords
credal network
(3)
approximate inference
(2)
causal inference
(2)
bayesian network
(2)
counterfactual reasoning
(2)
structural causal model
(2)
generalization error
(1)
model averaging
(1)
bound computation
(1)
probabilistic model
(1)
probabilistic graphical model
(1)
ensemble method
(1)
diversity measure
(1)
neural network
(1)
selection bia
(1)
probabilistic modeling
(1)
neural network ensemble
(1)
counterfactual query
(1)
weighted majority vote
(1)
interval computation
(1)
Papers
A Divide and Conquer Approach for Solving Structural Causal Models
PGM 2024
Diversity and Generalization in Neural Network Ensembles
AISTATS 2022
Bounding Counterfactuals under Selection Bias
PGM 2022
CREMA: A Java Library for Credal Network Inference
PGM 2020
Probabilistic Graphical Models with Neural Networks in InferPy
PGM 2020
Structural Causal Models Are (Solvable by) Credal Networks
PGM 2020
CREDICI: A Java Library for Causal Inference by Credal Networks
PGM 2020