Kee Siong Ng - Google Scholar

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	All	Since 2015
Citations	970	495
h-index	14	9
i10-index	16	9

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John LloydEmeritus Professor of Computer Science, The Australian National UniversityVerified email at cecs.anu.edu.au
Marcus HutterResearcher@DeepMind & Professor at ANUVerified email at anu.edu.au
Joel VenessGoogle DeepMindVerified email at google.com
William UtherGoogleVerified email at uther.id.au
David SilverGoogle DeepMindVerified email at google.com
Christopher RéComputer Science, Stanford UniversityVerified email at cs.stanford.edu
Xixuan (Aaron) Feng 冯熙铉Software Engineer and Researcher in Recruit Institute of TechnologyVerified email at recruit.ai
Kun LiGoogle IncVerified email at google.com
Joseph HellersteinJim Gray Professor of Computer Science, UC BerkeleyVerified email at berkeley.edu
Daisy Zhe WangUniversity of FloridaVerified email at cise.ufl.edu
Arun KumarUniversity of California, San DiegoVerified email at eng.ucsd.edu
Peter ChristenProfessor, Research School of Computer Science, The Australian National UniversityVerified email at anu.edu.au
Michael BowlingUniversity of Alberta / DeepMindVerified email at ualberta.ca
Paul Wong 黃仲熙Australian National UniversityVerified email at anu.edu.au
Daniel McNamaraPhD candidate, Australian National UniversityVerified email at anu.edu.au
Andrew W SlaterGoogleVerified email at google.com

Kee Siong Ng

Services Australia / Australian National University

Verified email at anu.edu.au - Homepage

Machine Learning Artificial Intelligence Data Science


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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	367	2012
A monte-carlo aixi approximation J Veness, KS Ng, M Hutter, W Uther, D Silver Journal of Artificial Intelligence Research 40, 95-142, 2011	171	2011
Stream processing with dynamic event routing M Brand, LJ Adams, DR Brown, KS Ng US Patent 10,055,691, 2018	128*	2018
Context tree switching J Veness, KS Ng, M Hutter, M Bowling 2012 Data Compression Conference, 327-336, 2012	41	2012
Reinforcement Learning via AIXI Approximation. J Veness, KS Ng, M Hutter, D Silver AAAI, 2010	30	2010
Personalisation for user agents JJ Cole, MJ Gray, JW Lloyd, KS Ng Proceedings of the fourth international joint conference on Autonomous …, 2005	26	2005
Probabilities on sentences in an expressive logic M Hutter, JW Lloyd, KS Ng, WTB Uther Journal of Applied Logic 11 (4), 386-420, 2013	21	2013
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	20	2010
Probabilistic modelling, inference and learning using logical theories KS Ng, JW Lloyd, WTB Uther Annals of Mathematics and Artificial Intelligence 54 (1-3), 159-205, 2008	20	2008
A simple explanation of partial least squares KS Ng	19	2013
Predicting High Impact Academic Papers using Citation Network Features D McNamara, P Wong, P Christen, KS Ng DMApps 3, 2013	15	2013
Probabilistic reasoning in a classical logic KS Ng, JW Lloyd Journal of Applied Logic 7 (2), 218-238, 2009	15	2009
Learning comprehensible theories from structured data KS Ng Australian National University, 2005	14	2005
Symbolic learning for adaptive agents J Cole, JW Lloyd, KS Ng Proceedings of the Annual Partner Conference, Smart Internet Technology …, 2003	14	2003
Learning modal theories J Lloyd, K Ng Inductive Logic Programming, 320-334, 2007	12	2007
Stream processing with multiple connections between local and central modelers M Brand, LJ Adams, DR Brown, KS Ng US Patent 10,579,937, 2020	11	2020
Compute intensive stream processing with concept drift detection M Brand, LJ Adams, DR Brown, KS Ng US Patent App. 14/710,333, 2016	6	2016
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	5	2020
Probabilistic and logical beliefs JW Lloyd, KS Ng International Workshop on Languages, Methodologies and Development Tools for …, 2007	5	2007
Compute intensive stream processing M Brand, LJ Adams, DR Brown, KS Ng US Patent App. 14/710,098, 2016	4	2016

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