Kee Siong Ng
Kee Siong Ng
Services Australia / Australian National University
Adresse e-mail validée de anu.edu.au - Page d'accueil
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The MADlib analytics library: or MAD skills, the SQL
JM Hellerstein, C Ré, F Schoppmann, DZ Wang, E Fratkin, A Gorajek, ...
Proceedings of the VLDB Endowment 5 (12), 1700-1711, 2012
4122012
A monte-carlo aixi approximation
J Veness, KS Ng, M Hutter, W Uther, D Silver
Journal of Artificial Intelligence Research 40, 95-142, 2011
1852011
Stream processing with dynamic event routing
M Brand, LJ Adams, DR Brown, KS Ng
US Patent 10,055,691, 2018
132*2018
Context tree switching
J Veness, KS Ng, M Hutter, M Bowling
2012 Data Compression Conference, 327-336, 2012
472012
Towards Fair and Privacy-Preserving Federated Deep Models
L Lyu, J Yu, K Nandakumar, Y Li, X Ma, J Jin, H Yu, KS Ng
IEEE Transactions on Parallel and Distributed Systems 31 (11), 2524-2541, 2020
402020
A simple explanation of partial least squares
KS Ng
302013
Reinforcement Learning via AIXI Approximation.
J Veness, KS Ng, M Hutter, D Silver
AAAI, 2010
302010
Probabilistic modelling, inference and learning using logical theories
KS Ng, JW Lloyd, WTB Uther
Annals of Mathematics and Artificial Intelligence 54 (1), 159-205, 2008
242008
Personalisation for user agents
JJ Cole, MJ Gray, JW Lloyd, KS Ng
Proceedings of the fourth international joint conference on Autonomous …, 2005
242005
Probabilities on sentences in an expressive logic
M Hutter, JW Lloyd, KS Ng, WTB Uther
Journal of Applied Logic 11 (4), 386-420, 2013
232013
Detecting non-compliant consumers in spatio-temporal health data: A case study from Medicare Australia
KS Ng, Y Shan, DW Murray, A Sutinen, B Schwarz, D Jeacocke, ...
2010 IEEE International Conference on Data Mining Workshops, 613-622, 2010
192010
Predicting High Impact Academic Papers using Citation Network Features
D McNamara, P Wong, P Christen, KS Ng
DMApps 3, 2013
172013
Probabilistic reasoning in a classical logic
KS Ng, JW Lloyd
Journal of Applied Logic 7 (2), 218-238, 2009
162009
Stream processing with multiple connections between local and central modelers
M Brand, LJ Adams, DR Brown, KS Ng
US Patent 10,579,937, 2020
132020
Learning comprehensible theories from structured data
KS Ng
Australian National University, 2005
132005
Symbolic learning for adaptive agents
J Cole, JW Lloyd, KS Ng
Proceedings of the Annual Partner Conference, Smart Internet Technology …, 2003
132003
Learning modal theories
J Lloyd, K Ng
Inductive Logic Programming, 320-334, 2007
122007
Compute intensive stream processing with concept drift detection
M Brand, LJ Adams, DR Brown, KS Ng
US Patent App. 14/710,333, 2016
92016
Stream processing with dynamic event routing
M Brand, LJ Adams, DR Brown, KS Ng
US Patent 10,055,691, 2018
62018
Distributed Privacy-Preserving Prediction
L Lyu, YW Law, KS Ng
arXiv preprint arXiv:1910.11478, 2019
52019
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