Sofia Triantafillou
Sofia Triantafillou
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
792015
Learning causal structure from overlapping variable sets
S Triantafillou, I Tsamardinos, I Tollis
Proceedings of the Thirteenth International Conference on Artificial …, 2010
342010
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
292012
Probabilistic computational causal discovery for systems biology
V Lagani, S Triantafillou, G Ball, J Tegner, I Tsamardinos
Uncertainty in biology, 33-73, 2016
272016
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
152017
Score-based vs Constraint-based Causal Learning in the Presence of Confounders.
S Triantafillou, I Tsamardinos
CFA@ UAI, 59-67, 2016
122016
DAGmaps: Space Filling Visualization of Directed Acyclic Graphs.
V Tsiaras, S Triantafilou, IG Tollis
J. Graph Algorithms Appl. 13 (3), 319-347, 2009
112009
A constraint-based approach to incorporate prior knowledge in causal models.
G Borboudakis, S Triantafilou, V Lagani, I Tsamardinos
ESANN, 2011
102011
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
92018
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
92014
Marginal Causal Consistency in Constraint-based Causal Learning.
A Roumpelaki, G Borboudakis, S Triantafillou, I Tsamardinos
CFA@ UAI, 39-47, 2016
62016
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
52019
Constraint-based causal discovery from multiple interventions over overlapping variable sets
S Triantafillou, I Tsamardinos
arXiv preprint arXiv:1403.2150, 2014
52014
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
52012
Learning from mixture of experimental data: A constraint–based approach
V Lagani, I Tsamardinos, S Triantafillou
Hellenic Conference on Artificial Intelligence, 124-131, 2012
42012
The possibility of integrative causal analysis: Learning from different datasets and studies
I Tsamardinos, S Triantafillou
Engineering Intelligent Systems 17 (2), 163, 2009
42009
Treemaps for directed acyclic graphs
V Tsiaras, S Triantafilou, IG Tollis
International Symposium on Graph Drawing, 377-388, 2007
42007
SCENERY: a web-based application for network reconstruction and visualization of cytometry data
G Athineou, G Papoutsoglou, S Triantafillou, I Basdekis, V Lagani, ...
International Conference on Practical Applications of Computational Biology …, 2016
12016
Learning Adjustment Sets from Observational and Limited Experimental Data
S Triantafillou, G Cooper
arXiv preprint arXiv:2005.08749, 2020
2020
Reverse engineering neural networks from many partial recordings
E Arani, S Triantafillou, KP Kording
arXiv preprint arXiv:1907.01588, 2019
2019
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Articles 1–20