Sofia Triantafillou
8 papers · 2010–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (14) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (7)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(14)
🏆
Keyword Champion
(2)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
AISTATS (2)
JMLR (2)
PGM (2)
AAAI (1)
UAI (1)
Top co-authors
Keywords
causal discovery
(4)
causal inference
(4)
causal structure
(3)
causal structure learning
(2)
overlapping variable set
(2)
treatment effect
(2)
observational datum
(2)
causal effect estimation
(2)
experimental datum
(2)
causal relation
(1)
pairwise causal graph
(1)
confounding adjustment
(1)
markov blanket
(1)
bayesian method
(1)
conditional treatment effect
(1)
causal graphical model
(1)
constraint-based method
(1)
multiple intervention
(1)
mass cytometry
(1)
statistical matching
(1)
Papers
Learning Causal Markov Boundaries with Mixed Observational and Experimental Data
PGM 2024
Learning Treatment Effects from Observational and Experimental Data
AISTATS 2023
Learning Adjustment Sets from Observational and Limited Experimental Data
AAAI 2021
Causal and interventional Markov boundaries
UAI 2021
Tuning Causal Discovery Algorithms
PGM 2020
Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets
JMLR 2015
Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies
JMLR 2012
Learning Causal Structure from Overlapping Variable Sets
AISTATS 2010