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 SmolaAmazon Web ServicesVerified 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
Stéphane CanuProfessor of Data Science, INSA RouenVerified email at insa-rouen.fr
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Lexing XieAustralian National UniversityVerified email at anu.edu.au
David RawlinsonMelbourne University, Cerenaut AI.Verified email at unimelb.edu.au
Mikio L. BraunTU Berlin (allumni)Verified email at getyourguide.de
Gabriel KrummenacherZühlke Engineering AGVerified email at zuehlke.com
Gabriele SchweikertPI, University of Dundee, UK and Universität Tübingen, GermanyVerified email at dundee.ac.uk
Karsten BorgwardtProfessor, ETH ZurichVerified email at bsse.ethz.ch
Hans-Peter KriegelProfessor für Informatik, Ludwig-Maximilians-University MunichVerified email at dbs.ifi.lmu.de
S V N VishwanathanAssociate Professor of Statistics and Computer Science, Purdue UniversityVerified email at stat.purdue.edu
Jonas BehrSOPHiA GENETICS, St.-Sulpice, SwitzerlandVerified email at sophiagenetics.com
Asa Ben-HurComputer Science, Colorado State UniversityVerified email at cs.colostate.edu

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	1113	2010
Protein function prediction via graph kernels KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ... Bioinformatics 21 (suppl_1), i47-i56, 2005	906	2005
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	679	2008
Learning the kernel with hyperkernels CS Ong, A Smola, B Williamson Journal of Machine Learning Research 6, 1045-1071, 2005	436	2005
Multiclass multiple kernel learning A Zien, CS Ong Proceedings of the 24th international conference on Machine learning, 1191-1198, 2007	377	2007
Contextual gaussian process bandit optimization A Krause, C Ong Advances in neural information processing systems 24, 2011	316	2011
Mathematics for machine learning MP Deisenroth, AA Faisal, CS Ong Cambridge University Press, 2020	281	2020
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	280	2004
The need for open source software in machine learning S Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...	240	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	184	2015
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	177	2011
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	138	2017
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	117	2009
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	100	2016
Hyperkernels CS Ong, AJ Smola, RC Williamson Advances in neural information processing systems 15, 478-485, 2002	98*	2002
Learning SVM in Kreĭn spaces G Loosli, S Canu, CS Ong IEEE transactions on pattern analysis and machine intelligence 38 (6), 1204-1216, 2015	97	2015
Learning output kernels with block coordinate descent F Dinuzzo, CS Ong, P Gehler, G Pillonetto Proceedings of the International Conference on Machine Learning, 2011	93	2011
The binormal assumption on precision-recall curves KH Brodersen, CS Ong, KE Stephan, JM Buhmann 2010 20th International Conference on Pattern Recognition, 4263-4266, 2010	83	2010
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	80	2016
GWIS-model-free, fast and exhaustive search for epistatic interactions in case-control GWAS B Goudey, D Rawlinson, Q Wang, F Shi, H Ferra, RM Campbell, L Stern, ... BMC genomics 14 (3), 1-18, 2013	78	2013

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