Sofia Triantafillou
Sofia Triantafillou
Email verificata su pitt.edu - Home page
Titolo
Citata da
Citata da
Anno
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
912015
Learning causal structure from overlapping variable sets
S Triantafillou, I Tsamardinos, I Tollis
Proceedings of the Thirteenth International Conference on Artificial …, 2010
382010
Probabilistic computational causal discovery for systems biology
V Lagani, S Triantafillou, G Ball, J Tegner, I Tsamardinos
Uncertainty in biology, 33-73, 2016
312016
Towards integrative causal analysis of heterogeneous data sets and studies
I Tsamardinos, S Triantafillou, V Lagani
The Journal of Machine Learning Research 13, 1097-1157, 2012
302012
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
222017
Score-based vs Constraint-based Causal Learning in the Presence of Confounders.
S Triantafillou, I Tsamardinos
CFA@ UAI, 59-67, 2016
162016
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
152019
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
132018
DAGmaps: Space Filling Visualization of Directed Acyclic Graphs.
V Tsiaras, S Triantafilou, IG Tollis
J. Graph Algorithms Appl. 13 (3), 319-347, 2009
132009
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
Marginal Causal Consistency in Constraint-based Causal Learning.
A Roumpelaki, G Borboudakis, S Triantafillou, I Tsamardinos
CFA@ UAI, 39-47, 2016
82016
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
52007
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
Tuning causal discovery algorithms
K Biza, I Tsamardinos, S Triantafillou
Probabilistic Graphical Models, 2020
22020
Causal Markov Boundaries
S Triantafillou, F Jabbari, G Cooper
arXiv preprint arXiv:2103.07560, 2021
12021
Learning Adjustment Sets from Observational and Limited Experimental Data
S Triantafillou, G Cooper
arXiv preprint arXiv:2005.08749, 2020
12020
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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