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Sofia Triantafillou
Sofia Triantafillou
University of Crete, University of Pittsburgh
Verified email at pitt.edu - Homepage
Title
Cited by
Cited by
Year
Constraint-based causal discovery from multiple interventions over overlapping variable sets
S Triantafillou, I Tsamardinos
The Journal of Machine Learning Research 16 (1), 2147-2205, 2015
1132015
Learning causal structure from overlapping variable sets
S Triantafillou, I Tsamardinos, I Tollis
Proceedings of the Thirteenth International Conference on Artificial …, 2010
462010
Relationship between sleep quality and mood: ecological momentary assessment study
S Triantafillou, S Saeb, EG Lattie, DC Mohr, KP Kording
JMIR mental health 6 (3), e12613, 2019
422019
Probabilistic computational causal discovery for systems biology
V Lagani, S Triantafillou, G Ball, J Tegnér, I Tsamardinos
Uncertainty in biology, 33-73, 2016
392016
Towards integrative causal analysis of heterogeneous data sets and studies
I Tsamardinos, S Triantafillou, V Lagani
The Journal of Machine Learning Research 13 (1), 1097-1157, 2012
342012
Predicting causal relationships from biological data: Applying automated causal discovery on mass cytometry data of human immune cells
S Triantafillou, V Lagani, C Heinze-Deml, A Schmidt, J Tegner, ...
Scientific reports 7 (1), 1-11, 2017
302017
On scoring maximal ancestral graphs with the max–min hill climbing algorithm
K Tsirlis, V Lagani, S Triantafillou, I Tsamardinos
International Journal of Approximate Reasoning 102, 74-85, 2018
292018
Score-based vs Constraint-based Causal Learning in the Presence of Confounders.
S Triantafillou, I Tsamardinos
Cfa@ uai, 59-67, 2016
282016
DAGmaps: Space Filling Visualization of Directed Acyclic Graphs.
V Tsiaras, S Triantafilou, IG Tollis
J. Graph Algorithms Appl. 13 (3), 319-347, 2009
132009
Marginal causal consistency in constraint-based causal learning
A Roumpelaki, G Borboudakis, S Triantafillou, I Tsamardinos
Causation: Foundation to Application Workshop, UAI, 2016
112016
A constraint-based approach to incorporate prior knowledge in causal models.
G Borboudakis, S Triantafilou, V Lagani, I Tsamardinos
ESANN, 2011
112011
Learning neighborhoods of high confidence in constraint-based causal discovery
S Triantafillou, I Tsamardinos, A Roumpelaki
European Workshop on Probabilistic Graphical Models, 487-502, 2014
102014
Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study. JMIR Mental Health, 6 (3), e12613
S Triantafillou, S Saeb, EG Lattie, DC Mohr, KP Kording
72019
Using causal analysis for conceptual deep learning explanation
S Singla, S Wallace, S Triantafillou, K Batmanghelich
International Conference on Medical Image Computing and Computer-Assisted …, 2021
62021
Causal markov boundaries
S Triantafillou, F Jabbari, G Cooper
arXiv preprint arXiv:2103.07560, 2021
62021
Constraint-based causal discovery from multiple interventions over overlapping variable sets
S Triantafillou, I Tsamardinos
arXiv preprint arXiv:1403.2150, 2014
62014
Tools and algorithms for causally interpreting directed edges in maximal ancestral graphs
G Borboudakis, S Triantafillou, I Tsamardinos
Sixth European Workshop on Probabilistic Graphical Models, 2012
62012
Treemaps for directed acyclic graphs
V Tsiaras, S Triantafilou, IG Tollis
International Symposium on Graph Drawing, 377-388, 2007
62007
Learning from mixture of experimental data: A constraint–based approach
V Lagani, I Tsamardinos, S Triantafillou
Hellenic Conference on Artificial Intelligence, 124-131, 2012
52012
Tuning causal discovery algorithms
K Biza, I Tsamardinos, S Triantafillou
International Conference on Probabilistic Graphical Models, 17-28, 2020
42020
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