Maria Skoularidou, PhD

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Lei XuAmazon AWS AIVerified email at mit.edu
Alfredo Cuesta-InfanteUniversidad Rey Juan CarlosVerified email at urjc.es
Kalyan VeeramachaneniPrincipal Research Scientist, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Ioannis KontoyiannisUniversity of CambridgeVerified email at cam.ac.uk
Konstantina PallaSpotifyVerified email at spotify.com
N A HeardImperial CollegeVerified email at imperial.ac.uk
Mohammad Emtiyaz KhanCenter for Advanced Intelligence Project (AIP), RIKEN, TokyoVerified email at postman.riken.jp
Max WellingDistinguished Scientist at MSR AI4Science & Professor Machine Learning, University of AmsterdamVerified email at uva.nl
Andrew Gordon WilsonNew York UniversityVerified email at cims.nyu.edu
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
David DunsonArts & Sciences Professor of Statistical Science & MathematicsVerified email at duke.edu
José Miguel Hernández-LobatoProfessor of Machine Learning, University of CambridgeVerified email at cam.ac.uk
Michael A OsborneProfessor of Machine Learning, University of OxfordVerified email at robots.ox.ac.uk
Philipp HennigUniversity of TübingenVerified email at uni-tuebingen.de
Evangelos AnagnostouNational and Kapodistrian University of AthensVerified email at eginitio.uoa.gr

Maria Skoularidou, PhD

Postdoctoral Fellow, EWSC, The Broad Institute of M.I.T. and Harvard

Verified email at broadinstitute.org

Probabilistic Machine Learning Bayesian Methodology Bayesian Inference Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Modeling tabular data using conditional gan L Xu, M Skoularidou, A Cuesta-Infante, K Veeramachaneni Advances in neural information processing systems 32, 2019	1065	2019
Estimating the directed information and testing for causality I Kontoyiannis, M Skoularidou IEEE transactions on information theory 62 (11), 6053-6067, 2016	52	2016
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	29	2022
Modeling tabular data using conditional gan. arXiv 2019 L Xu, M Skoularidou, A Cuesta-Infante, K Veeramachaneni arXiv preprint arXiv:1907.00503 1, 1907	21	1907
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	13	2021
Modeling tabular data using conditional GAN. 2019 L Xu, M Skoularidou, A Cuesta-Infante, K Veeramachaneni URL: https://arxiv. org/abs/1907 503, 1907	12	1907
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	6	2018
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	3	2016
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	2	2024
Joint entropy analysis of anterior-posterior and medial-lateral body sway E Anagnostou, E Karagianni, M Skoularidou Medical Engineering & Physics 106, 103842, 2022	1	2022
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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