Jose M. Peña
9 papers · 2007–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (17) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (8)
🏃
Academic Marathon
(17)
🗺️
Taxonomy Completionist
(20)
🐝
Cross-Pollinator
(8)
🐺
Lone Wolf
(4)
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
📈
Trend Setter
Conferences
PGM (5)
JMLR (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
conditional independence
(2)
chain graph
(2)
graphical model
(2)
feature selection
(1)
causal discovery
(1)
public policy
(1)
gene expression
(1)
pattern recognition
(1)
gene expression analysis
(1)
polynomial time
(1)
answer set programming
(1)
probabilistic graphical model
(1)
structural equation model
(1)
gaussian distribution
(1)
normalizing flow
(1)
markov property
(1)
structural causal model
(1)
interventional datum
(1)
directed acyclic graph
(1)
counterfactual inference
(1)
Papers
Alternative Measures of Direct and Indirect Effects
PGM 2024
Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows
PGM 2024
$ρ$-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows
PGM 2024
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows
AAAI 2022
Unifying DAGs and UGs
PGM 2018
Learning Acyclic Directed Mixed Graphs from Observations and Interventions
PGM 2016
Faithfulness in Chain Graphs: The Gaussian Case
AISTATS 2011
An Algorithm for Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity
JMLR 2009
Consistent Feature Selection for Pattern Recognition in Polynomial Time
JMLR 2007