Konstantina Palla
Konstantina Palla
Microsoft Research Cambridge, UK
Verified email at microsoft.com
TitleCited byYear
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
1092013
An infinite latent attribute model for network data
K Palla, D Knowles, Z Ghahramani
arXiv preprint arXiv:1206.6416, 2012
1052012
A nonparametric variable clustering model
K Palla, Z Ghahramani, DA Knowles
Advances in Neural Information Processing Systems, 2987-2995, 2012
302012
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
182018
A reversible infinite HMM using normalised random measures
D Knowles, Z Ghahramani, K Palla
International Conference on Machine Learning, 1998-2006, 2014
182014
A reversible infinite HMM using normalised random measures
D Knowles, Z Ghahramani, K Palla
International Conference on Machine Learning, 1998-2006, 2014
182014
Bayesian nonparametrics for sparse dynamic networks
K Palla, F Caron, YW Teh
arXiv preprint arXiv:1607.01624, 2016
122016
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
112014
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
32019
A nonparametric variable clustering model
D Knowles, K Palla, Z Ghahramani
Advances in Neural Information Processing Systems 25, 2996-3004, 2012
22012
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
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
12016
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
A birth-death process for feature allocation
K Palla, D Knowles, Z Ghahramani
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
2017
Probabilistic nonparametric models for relational data, variable clustering and reversible Markov chains
K Palla
University of Cambridge, 2015
2015
The Infinite Latent Attribute Model
K Palla, DAKZ Ghahramani
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Articles 1–16