Palla, Konstantina

7 publications

ICML 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 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

ECML-PKDD 2022 Bayesian Nonparametrics for Sparse Dynamic Networks Cian Naik, François Caron, Judith Rousseau, Yee Whye Teh, Konstantina Palla

ICML 2019 EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE Chao Ma, Sebastian Tschiatschek, Konstantina Palla, Jose Miguel Hernandez-Lobato, Sebastian Nowozin, Cheng Zhang

ICML 2017 A Birth-Death Process for Feature Allocation Konstantina Palla, David Knowles, Zoubin Ghahramani

ICML 2014 A Reversible Infinite HMM Using Normalised Random Measures David Knowles, Zoubin Ghahramani, Konstantina Palla

NeurIPS 2012 A Nonparametric Variable Clustering Model Konstantina Palla, Zoubin Ghahramani, David A. Knowles

ICML 2012 An Infinite Latent Attribute Model for Network Data Konstantina Palla, David A. Knowles, Zoubin Ghahramani