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Maria Skoularidou
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2020 – today
- 2024
- [c5]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:
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI. ICML 2024 - [i4]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:
Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI. CoRR abs/2402.00809 (2024) - 2021
- [c4]Ioannis Papageorgiou, Ioannis Kontoyiannis, Lambros Mertzanis, Athina Panotopoulou
, Maria Skoularidou:
Revisiting Context-Tree Weighting for Bayesian Inference. ISIT 2021: 2906-2911 - 2020
- [i3]Ioannis Kontoyiannis, Lambros Mertzanis, Athina Panotopoulou, Ioannis Papageorgiou, Maria Skoularidou:
Bayesian Context Trees: Modelling and exact inference for discrete time series. CoRR abs/2007.14900 (2020)
2010 – 2019
- 2019
- [c3]Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante
Modeling Tabular data using Conditional GAN. NeurIPS 2019: 7333-7343 - [i2]Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni:
Modeling Tabular data using Conditional GAN. CoRR abs/1907.00503 (2019) - 2018
- [c2]Lambros Mertzanis, Athina Panotopoulou
Deep Tree Models for 'Big' Biological Data. SPAWC 2018: 1-5 - 2016
- [j1]Ioannis Kontoyiannis
Estimating the Directed Information and Testing for Causality. IEEE Trans. Inf. Theory 62(11): 6053-6067 (2016) - [c1]Nick Heard, Konstantina Palla, Maria Skoularidou:
Topic modelling of authentication events in an enterprise computer network. ISI 2016: 190-192 - 2015
- [i1]Ioannis Kontoyiannis, Maria Skoularidou:
Estimating the Directed Information and Testing for Causality. CoRR abs/1507.01234 (2015)
Coauthor Index
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