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 | 540 | 2012 |
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 | 231 | 2020 |
A monte-carlo aixi approximation J Veness, KS Ng, M Hutter, W Uther, D Silver Journal of Artificial Intelligence Research 40, 95-142, 2011 | 223 | 2011 |
Stream processing with dynamic event routing M Brand, LJ Adams, DR Brown, KS Ng US Patent 10,055,691, 2018 | 137* | 2018 |
A simple explanation of partial least squares KS Ng | 65 | 2013 |
Context tree switching J Veness, KS Ng, M Hutter, M Bowling 2012 Data Compression Conference, 327-336, 2012 | 57 | 2012 |
Reinforcement Learning via AIXI Approximation. J Veness, KS Ng, M Hutter, D Silver AAAI, 2010 | 32 | 2010 |
Probabilities on sentences in an expressive logic M Hutter, JW Lloyd, KS Ng, WTB Uther Journal of Applied Logic 11 (4), 386-420, 2013 | 27 | 2013 |
Personalisation for user agents JJ Cole, MJ Gray, JW Lloyd, KS Ng Proceedings of the fourth international joint conference on Autonomous …, 2005 | 25 | 2005 |
Compute intensive stream processing with concept drift detection M Brand, LJ Adams, DR Brown, KS Ng US Patent App. 14/710,333, 2016 | 24 | 2016 |
Probabilistic modelling, inference and learning using logical theories KS Ng, JW Lloyd, WTB Uther Annals of Mathematics and Artificial Intelligence 54, 159-205, 2008 | 24 | 2008 |
Predicting High Impact Academic Papers using Citation Network Features D McNamara, P Wong, P Christen, KS Ng DMApps 3, 2013 | 23 | 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 | 23 | 2010 |
Private graph data release: A survey Y Li, M Purcell, T Rakotoarivelo, D Smith, T Ranbaduge, KS Ng ACM Computing Surveys 55 (11), 1-39, 2023 | 20 | 2023 |
Stream processing with multiple connections between local and central modelers M Brand, LJ Adams, DR Brown, KS Ng US Patent 10,579,937, 2020 | 19 | 2020 |
Probabilistic reasoning in a classical logic KS Ng, JW Lloyd Journal of Applied Logic 7 (2), 218-238, 2009 | 17 | 2009 |
Symbolic learning for adaptive agents J Cole, JW Lloyd, KS Ng Proceedings of the Annual Partner Conference, Smart Internet Technology …, 2003 | 16 | 2003 |
Learning comprehensible theories from structured data KS Ng Australian National University, 2005 | 14 | 2005 |
Learning modal theories J Lloyd, K Ng Inductive Logic Programming, 320-334, 2007 | 13 | 2007 |
Private Digital Identity on Blockchain. T Hamer, K Taylor, KS Ng, A Tiu BlockSW/CKG@ ISWC, 2019 | 10 | 2019 |