Cheng Soon Ong

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Joachim M. BuhmannETH ZurichVerified email at inf.ethz.ch
Gunnar RätschProfessor, ETH ZürichVerified email at inf.ethz.ch
Alex SmolaBoson AIVerified email at smola.org
Soeren SonnenburgMachine Learning ResearcherVerified email at tomtom.com
Robert C. WilliamsonUniversity of TübingenVerified email at uni-tuebingen.de
Kay H. BrodersenGoogleVerified email at google.com
Klaas Enno StephanTranslational Neuromodeling Unit (TNU), IBT, University of Zurich and ETH ZurichVerified email at uzh.ch
Aditya Krishna MenonResearch Scientist, GoogleVerified email at google.com
Lexing XieProfessor at Australian National UniversityVerified email at anu.edu.au
Stéphane CanuProfessor of Data Science, INSA Rouen NormandyVerified email at insa-rouen.fr
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
Marc DeisenrothUniversity College London and Google DeepMindVerified email at ucl.ac.uk
David RawlinsonMelbourne University, Cerenaut AI.Verified email at unimelb.edu.au
Gabriel KrummenacherZühlke Engineering AGVerified email at zuehlke.com
Mikio L. BraunTU Berlin (allumni)Verified email at zalando.de
A. Aldo FaisalProfessor in AI & Neuroscience, Imperial College; Chair in Digital Health, Universität BayreuthVerified email at imperial.ac.uk
Asa Ben-HurComputer Science, Colorado State UniversityVerified email at cs.colostate.edu
Richard NockGoogle ResearchVerified email at uniagro.fr
Karsten BorgwardtDirector, Max Planck Institute of BiochemistryVerified email at biochem.mpg.de
Hans-Peter KriegelProfessor für Informatik, Ludwig-Maximilians-University MunichVerified email at dbs.ifi.lmu.de

Cheng Soon Ong

Data61, CSIRO, Canberra

Verified email at anu.edu.au - Homepage

Machine Learning Computational Biology Radio Astronomy


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The balanced accuracy and its posterior distribution KH Brodersen, CS Ong, KE Stephan, JM Buhmann 2010 20th international conference on pattern recognition, 3121-3124, 2010	1970	2010
Protein function prediction via graph kernels KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ... Bioinformatics 21 (suppl_1), i47-i56, 2005	1442	2005
Mathematics for machine learning MP Deisenroth, AA Faisal, CS Ong Cambridge University Press, 2020	941	2020
Support vector machines and kernels for computational biology A Ben-Hur, CS Ong, S Sonnenburg, B Schölkopf, G Rätsch PLoS computational biology 4 (10), e1000173, 2008	859	2008
Contextual gaussian process bandit optimization A Krause, C Ong Advances in neural information processing systems 24, 2011	511	2011
Learning the kernel with hyperkernels CS Ong, A Smola, B Williamson Journal of Machine Learning Research 6, 1045-1071, 2005	478	2005
Multiclass multiple kernel learning A Zien, CS Ong Proceedings of the 24th international conference on Machine learning, 1191-1198, 2007	390	2007
Learning with non-positive kernels CS Ong, X Mary, S Canu, AJ Smola Proceedings of the twenty-first international conference on Machine learning, 81, 2004	326	2004
The need for open source software in machine learning S Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...	287	2007
Learning from corrupted binary labels via class-probability estimation A Menon, B Van Rooyen, CS Ong, B Williamson International conference on machine learning, 125-134, 2015	284	2015
Wheel defect detection with machine learning G Krummenacher, CS Ong, S Koller, S Kobayashi, JM Buhmann IEEE Transactions on Intelligent Transportation Systems 19 (4), 1176-1187, 2017	275	2017
Generative embedding for model-based classification of fMRI data KH Brodersen, TM Schofield, AP Leff, CS Ong, EI Lomakina, JM Buhmann, ... PLoS computational biology 7 (6), e1002079, 2011	196	2011
SplAdder: identification, quantification and testing of alternative splicing events from RNA-Seq data A Kahles, CS Ong, Y Zhong, G Rätsch Bioinformatics 32 (12), 1840-1847, 2016	181	2016
Factorized fourier neural operators A Tran, A Mathews, L Xie, CS Ong arXiv preprint arXiv:2111.13802, 2021	148	2021
Learning SVM in Kreĭn spaces G Loosli, S Canu, CS Ong IEEE transactions on pattern analysis and machine intelligence 38 (6), 1204-1216, 2015	136	2015
Radio Galaxy Zoo: Claran – a deep learning classifier for radio morphologies C Wu, OI Wong, L Rudnick, SS Shabala, MJ Alger, JK Banfield, CS Ong, ... Monthly Notices of the Royal Astronomical Society 482 (1), 1211-1230, 2019	134	2019
mGene: accurate SVM-based gene finding with an application to nematode genomes G Schweikert, A Zien, G Zeller, J Behr, C Dieterich, CS Ong, P Philips, ... Genome research 19 (11), 2133-2143, 2009	126	2009
Learning points and routes to recommend trajectories D Chen, CS Ong, L Xie Proceedings of the 25th ACM international on conference on information and …, 2016	123	2016
Learning output kernels with block coordinate descent F Dinuzzo, CS Ong, P Gehler, G Pillonetto Proceedings of the International Conference on Machine Learning, 2011	109	2011
Hyperkernels CS Ong, AJ Smola, RC Williamson Advances in neural information processing systems 15, 478-485, 2002	106*	2002

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