Maria Skoularidou

According to our database, Maria Skoularidou authored at least 9 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

CountsDiff: A Diffusion Model on the Natural Numbers for Generation and Imputation of Count-Based Data.

Renzo G. Soatto, Anders Hoel, Greycen Ren, Shorna Alam, Stephen Bates, Nikolaos P. Daskalakis, Caroline Uhler, Maria Skoularidou

CoRR, April, 2026

2024

Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI.

Theodore Papamarkou, Maria Skoularidou, Konstantina Palla, Laurence Aitchison, Julyan Arbel, David B. Dunson, Maurizio Filippone, Vincent Fortuin, Philipp Hennig, José Miguel Hernández-Lobato, Aliaksandr Hubin, Alexander Immer, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Agustinus Kristiadi, Yingzhen Li, Stephan Mandt, Christopher Nemeth, Michael A. Osborne, Tim G. J. Rudner, David Rügamer, Yee Whye Teh, Max Welling, Andrew Gordon Wilson, Ruqi Zhang

CoRR, 2024

Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI.

Theodore Papamarkou, Maria Skoularidou, Konstantina Palla, Laurence Aitchison, Julyan Arbel, David B. Dunson, Maurizio Filippone, Vincent Fortuin, Philipp Hennig, José Miguel Hernández-Lobato, Aliaksandr Hubin, Alexander Immer, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Agustinus Kristiadi, Yingzhen Li, Stephan Mandt, Christopher Nemeth, Michael A. Osborne, Tim G. J. Rudner, David Rügamer, Yee Whye Teh, Max Welling, Andrew Gordon Wilson, Ruqi Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2021

Revisiting Context-Tree Weighting for Bayesian Inference.

Ioannis Papageorgiou, Ioannis Kontoyiannis, Lambros Mertzanis, Athina Panotopoulou, Maria Skoularidou

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Bayesian Context Trees: Modelling and exact inference for discrete time series.

Ioannis Kontoyiannis, Lambros Mertzanis, Athina Panotopoulou, Ioannis Papageorgiou, Maria Skoularidou

CoRR, 2020

2019

Modeling Tabular data using Conditional GAN.

Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Deep Tree Models for 'Big' Biological Data.

Lambros Mertzanis, Athina Panotopoulou, Maria Skoularidou, Ioannis Kontoyiannis

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

2016

Estimating the Directed Information and Testing for Causality.

Ioannis Kontoyiannis, Maria Skoularidou

IEEE Trans. Inf. Theory, 2016

Topic modelling of authentication events in an enterprise computer network.

Nick Heard, Konstantina Palla, Maria Skoularidou

Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016