Cheng Soon Ong

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Joachim M. BuhmannETH ZurichVerificeret mail på inf.ethz.ch
Gunnar RätschProfessor, ETH ZürichVerificeret mail på inf.ethz.ch
Alex SmolaBoson AIVerificeret mail på smola.org
Soeren SonnenburgMachine Learning ResearcherVerificeret mail på tomtom.com
Robert C. WilliamsonUniversity of TübingenVerificeret mail på uni-tuebingen.de
Kay H. BrodersenGoogleVerificeret mail på google.com
Klaas Enno StephanTranslational Neuromodeling Unit (TNU), IBT, University of Zurich and ETH ZurichVerificeret mail på uzh.ch
Aditya Krishna MenonResearch Scientist, GoogleVerificeret mail på google.com
Lexing XieProfessor at Australian National UniversityVerificeret mail på anu.edu.au
Stéphane CanuProfessor of Data Science, INSA Rouen NormandyVerificeret mail på insa-rouen.fr
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerificeret mail på tuebingen.mpg.de
Marc DeisenrothUniversity College London and Google DeepMindVerificeret mail på ucl.ac.uk
David RawlinsonMelbourne University, Cerenaut AI.Verificeret mail på unimelb.edu.au
Gabriel KrummenacherZühlke Engineering AGVerificeret mail på zuehlke.com
Mikio L. BraunTU Berlin (allumni)Verificeret mail på zalando.de
A. Aldo FaisalProfessor in AI & Neuroscience, Imperial College; Chair in Digital Health, Universität BayreuthVerificeret mail på imperial.ac.uk
Asa Ben-HurComputer Science, Colorado State UniversityVerificeret mail på cs.colostate.edu
Richard NockGoogle ResearchVerificeret mail på uniagro.fr
Karsten BorgwardtDirector, Max Planck Institute of BiochemistryVerificeret mail på biochem.mpg.de
Hans-Peter KriegelProfessor für Informatik, Ludwig-Maximilians-University MunichVerificeret mail på dbs.ifi.lmu.de

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Cheng Soon Ong

Data61, CSIRO, Canberra

Verificeret mail på anu.edu.au - Startside

Machine Learning Computational Biology Radio Astronomy


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
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	1965	2010
Protein function prediction via graph kernels KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ... Bioinformatics 21 (suppl_1), i47-i56, 2005	1438	2005
Mathematics for machine learning MP Deisenroth, AA Faisal, CS Ong Cambridge University Press, 2020	931	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	858	2008
Contextual gaussian process bandit optimization A Krause, C Ong Advances in neural information processing systems 24, 2011	510	2011
Learning the kernel with hyperkernels CS Ong, A Smola, B Williamson Journal of Machine Learning Research 6, 1045-1071, 2005	477	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, ...	286	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	274	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	145	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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