Konstantina Palla

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 8

Top Topics

Dynamic Networks

Discounted Cumulative Gain

Top Venues

ACM Trans. Comput. Hum. Interact.

Publications

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 (2024)
Alex J. Chan, José Luis Redondo García, Fabrizio Silvestri, Colm O'Donnel, Konstantina Palla
Harmonizing Global Voices: Culturally-Aware Models for Enhanced Content Moderation. CoRR (2023)
Pratik Ghosh, Karen L. Posner, Stephanie L. Hyland, Wil van Cleve, Melissa Bristow, Dustin R. Long, Konstantina Palla, Bala Nair, Christine Fong, Ronald Pauldine, Monica S. Vavilala, Kenton O'Hara
Framing Machine Learning Opportunities for Hypotension Prediction in Perioperative Care: A Socio-technical Perspective: Socio-technical perspectives on hypotension prediction. ACM Trans. Comput. Hum. Interact. 30 (5) (2023)
Cian Naik, François Caron, Judith Rousseau, Yee Whye Teh, Konstantina Palla
Bayesian Nonparametrics for Sparse Dynamic Networks. ECML/PKDD (5) (2022)
Chao Ma, Sebastian Tschiatschek, Konstantina Palla, José Miguel Hernández-Lobato, Sebastian Nowozin, Cheng Zhang
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE. ICML (2019)
Chao Ma, Sebastian Tschiatschek, Konstantina Palla, José Miguel Hernández-Lobato, Sebastian Nowozin, Cheng Zhang
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE. CoRR (2018)
Konstantina Palla, David A. Knowles, Zoubin Ghahramani
A Birth-Death Process for Feature Allocation. ICML (2017)
Nick Heard, Konstantina Palla, Maria Skoularidou
Topic modelling of authentication events in an enterprise computer network. ISI (2016)
Konstantina Palla, David A. Knowles, Zoubin Ghahramani
Relational Learning and Network Modelling Using Infinite Latent Attribute Models. IEEE Trans. Pattern Anal. Mach. Intell. 37 (2) (2015)
David A. Knowles, Zoubin Ghahramani, Konstantina Palla
A reversible infinite HMM using normalised random measures. ICML (2014)
Simon Lacoste-Julien, Konstantina Palla, Alex Davies, Gjergji Kasneci, Thore Graepel, Zoubin Ghahramani
SIGMa: simple greedy matching for aligning large knowledge bases. KDD (2013)
Simon Lacoste-Julien, Konstantina Palla, Alex Davies, Gjergji Kasneci, Thore Graepel, Zoubin Ghahramani
SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases CoRR (2012)
Konstantina Palla, David A. Knowles, Zoubin Ghahramani
An Infinite Latent Attribute Model for Network Data. ICML (2012)
David A. Knowles, Konstantina Palla, Zoubin Ghahramani
A nonparametric variable clustering model. NIPS (2012)
Verena Kantere, Konstantina Palla, Kostas Patroumpas, Timos K. Sellis
A Simulator for a Mobile Peer-to-Peer Database Environment. MDM (2008)