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Maria Skoularidou, PhD
Maria Skoularidou, PhD
The Broad Institute of M.I.T. and Harvard
Adresse e-mail validée de broadinstitute.org
Titre
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Année
Modeling tabular data using conditional gan
L Xu, M Skoularidou, A Cuesta-Infante, K Veeramachaneni
Advances in neural information processing systems 32, 2019
10352019
Estimating the directed information and testing for causality
I Kontoyiannis, M Skoularidou
IEEE transactions on information theory 62 (11), 6053-6067, 2016
522016
Bayesian context trees: Modelling and exact inference for discrete time series
I Kontoyiannis, L Mertzanis, A Panotopoulou, I Papageorgiou, ...
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022
282022
Modeling tabular data using conditional gan. arXiv 2019
L Xu, M Skoularidou, A Cuesta-Infante, K Veeramachaneni
arXiv preprint arXiv:1907.00503 1, 1907
211907
Revisiting context-tree weighting for Bayesian inference
I Papageorgiou, I Kontoyiannis, L Mertzanis, A Panotopoulou, ...
2021 IEEE International Symposium on Information Theory (ISIT), 2906-2911, 2021
132021
Modeling tabular data using conditional GAN. 2019
L Xu, M Skoularidou, A Cuesta-Infante, K Veeramachaneni
URL: https://arxiv. org/abs/1907 503, 1907
121907
Deep tree models for ‘big’biological data
L Mertzanis, A Panotonoulou, M Skoularidou, I Kontoyiannis
2018 IEEE 19th International Workshop on Signal Processing Advances in …, 2018
62018
Topic modelling of authentication events in an enterprise computer network
N Heard, K Palla, M Skoularidou
2016 IEEE Conference on Intelligence and Security Informatics (ISI), 190-192, 2016
32016
Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI
T Papamarkou, M Skoularidou, K Palla, L Aitchison, J Arbel, D Dunson, ...
arXiv preprint arXiv:2402.00809, 2024
12024
Joint entropy analysis of anterior-posterior and medial-lateral body sway
E Anagnostou, E Karagianni, M Skoularidou
Medical Engineering & Physics 106, 103842, 2022
12022
Using generative modelling in healthcare
M Skoularidou
University of Cambridge, 2023
2023
CAUSALITY AND DIRECTED INFORMATION ESTIMATION AS A HYPOTHESIS TEST
I Kontoyiannis, M Skoularidou
EIGHTH WORKSHOP ON INFORMATION THEORETIC METHODS IN SCIENCE AND ENGINEERING, 26, 2015
2015
Context Tree Weighting for Signal Processing, Bayesian Inference and Model Selection: Theory and Algorithms
M Skoularidou
http://www.pyxida.aueb.gr/index.php?op=search&s=skoularidou, 2015
2015
Proceedings of the Eighth Workshop on Information Theoretic Methods in Science and Engineering
JJ Rissanen, P Harremoës, S Forchhammer, TT Roos, PJ Myllymäki
University of Helsinki, Department of Computer Science, 2015
2015
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