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Konstantina Palla
Konstantina Palla
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Title
Cited by
Cited by
Year
Sigma: Simple greedy matching for aligning large knowledge bases
S Lacoste-Julien, K Palla, A Davies, G Kasneci, T Graepel, Z Ghahramani
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
2112013
Eddi: Efficient dynamic discovery of high-value information with partial vae
C Ma, S Tschiatschek, K Palla, JM Hernández-Lobato, S Nowozin, ...
arXiv preprint arXiv:1809.11142, 2018
1502018
An infinite latent attribute model for network data
K Palla, D Knowles, Z Ghahramani
arXiv preprint arXiv:1206.6416, 2012
1382012
A nonparametric variable clustering model
K Palla, Z Ghahramani, D Knowles
Advances in Neural Information Processing Systems 25, 2012
482012
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
T Papamarkou, M Skoularidou, K Palla, L Aitchison, J Arbel, D Dunson, ...
Forty-first International Conference on Machine Learning, 2024
31*2024
A comparative analysis of join algorithms using the hadoop map/reduce framework
K Palla
Master of science thesis. School of informatics, University of Edinburgh, 2009
262009
Bayesian nonparametrics for sparse dynamic networks
C Naik, F Caron, J Rousseau, YW Teh, K Palla
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
212022
A reversible infinite HMM using normalised random measures
D Knowles, Z Ghahramani, K Palla
International Conference on Machine Learning, 1998-2006, 2014
202014
Intraoperative prediction of postanaesthesia care unit hypotension
K Palla, SL Hyland, K Posner, P Ghosh, B Nair, M Bristow, Y Paleva, ...
British Journal of Anaesthesia 128 (4), 623-635, 2022
182022
Relational learning and network modelling using infinite latent attribute models
K Palla, DA Knowles, Z Ghahramani
IEEE transactions on pattern analysis and machine intelligence 37 (2), 462-474, 2014
152014
Odin: Optimal discovery of high-value information using model-based deep reinforcement learning
S Zannone, JM Hernández-Lobato, C Zhang, K Palla
ICML Real-world Sequential Decision Making Workshop, 2019
112019
Framing machine learning opportunities for hypotension prediction in perioperative care: a socio-technical perspective: Socio-technical perspectives on hypotension prediction
P Ghosh, KL Posner, SL Hyland, W Van Cleve, M Bristow, DR Long, ...
ACM Transactions on Computer-Human Interaction 30 (5), 1-33, 2023
62023
Harmonizing global voices: Culturally-aware models for enhanced content moderation
AJ Chan, JLR García, F Silvestri, C O'Donnel, K Palla
arXiv preprint arXiv:2312.02401, 2023
42023
The Role of Context in the Prediction of Acute Hypotension in Critical Care
N Prasad, K Palla
SAIL: Symposium on Artificial Intelligence for Learning Health Systems 10, 2020, 2020
32020
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
32016
A simulator for a mobile peer-to-peer database environment
V Kantere, K Palla, K Patroumpas, T Sellis
The Ninth International Conference on Mobile Data Management (mdm 2008), 223-224, 2008
22008
A birth-death process for feature allocation
K Palla, D Knowles, Z Ghahramani
International Conference on Machine Learning, 2751-2759, 2017
12017
A dependent partition-valued process for multitask clustering and time evolving network modelling
K Palla, DA Knowles, Z Ghahramani
arXiv preprint arXiv:1303.3265, 2013
12013
Epistemic Uncertainty and Observation Noise with the Neural Tangent Kernel
S Calvo-Ordoñez, K Palla, K Ciosek
arXiv preprint arXiv:2409.03953, 2024
2024
Gathering data in a communication system
C Zhang, RSB Nowozin, A Patel, DCM Belgrave, K Palla, A Thieme, ...
US Patent 11,741,357, 2023
2023
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