John C. Platt

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Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH ZürichVerified email at tuebingen.mpg.de
Susan DumaisTechnical Fellow, Microsoft ResearchVerified email at microsoft.com
Alex SmolaBoson AIVerified email at smola.org
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Robert C. WilliamsonUniversity of TübingenVerified email at uni-tuebingen.de
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
Demetri TerzopoulosDistinguished Professor & Chancellor's Professor of Computer Science, UCLAVerified email at cs.ucla.edu
Patrice SimardMicrosoft ResearchVerified email at microsoft.com
Li DengChief AI Officer, Citadel (former)Verified email at ieee.org
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Badrish ChandramouliMicrosoft ResearchVerified email at microsoft.com
Margaret MitchellResearch Scientist, Hugging FaceVerified email at huggingface.co
Alex AceroAppleVerified email at apple.com
Robert DeLinePrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Scott Wen-tau YihMeta AI - FAIRVerified email at fb.com
Marti A HearstProfessor, University of California, BerkeleyVerified email at berkeley.edu
Cormac HerleyMicrosoft ResearchVerified email at microsoft.com
Denny ZhouResearch Scientist, Google BrainVerified email at google.com

John C. Platt

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Machine learning Artificial Intelligence Energy


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Fast training of support vector machines using sequential minimal optimization JC Platt Advances in kernel methods, 185-208, 1999	8710*	1999
Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods J Platt Advances in large margin classifiers 10 (3), 61-74, 1999	7685	1999
Quantum supremacy using a programmable superconducting processor F Arute, K Arya, R Babbush, D Bacon, JC Bardin, R Barends, R Biswas, ... Nature 574 (7779), 505-510, 2019	5993	2019
Estimating the support of a high-dimensional distribution B Schölkopf, JC Platt, J Shawe-Taylor, AJ Smola, RC Williamson Neural computation 13 (7), 1443-1471, 2001	4992	2001
Support vector machines MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998	4863	1998
Sequential minimal optimization: A fast algorithm for training support vector machines J Platt	4154	1998
Best practices for convolutional neural networks applied to visual document analysis PY Simard, D Steinkraus, JC Platt ICDAR, 958, 2003	3582	2003
Elastically deformable models D Terzopoulos, J Platt, A Barr, K Fleischer Proceedings of the 14th annual conference on Computer graphics and …, 1987	3163	1987
Large margin DAGs for multiclass classification J Platt, N Cristianini, J Shawe-Taylor Advances in neural information processing systems 12, 1999	2900	1999
Inductive learning algorithms and representations for text categorization S Dumais, J Platt, D Heckerman, M Sahami Proceedings of the seventh international conference on Information and …, 1998	2406	1998
Estimating the support of a high-dimensional distribution JC Platt, JS Shawe-Taylor, AJ Smola, RC Williamson Neural computation 13 (7), 1443-1471, 2001	2278	2001
Support vector method for novelty detection B Schölkopf, RC Williamson, A Smola, J Shawe-Taylor, J Platt Advances in neural information processing systems 12, 1999	2077	1999
A resource-allocating network for function interpolation J Platt Neural computation 3 (2), 213-225, 1991	1814	1991
From captions to visual concepts and back H Fang, S Gupta, F Iandola, RK Srivastava, L Deng, P Dollár, J Gao, X He, ... Proceedings of the IEEE conference on computer vision and pattern …, 2015	1503	2015
Technique which utilizes a probabilistic classifier to detect" junk" e-mail by automatically updating a training and re-training the classifier based on the updated training set E Horvitz, DE Heckerman, ST Dumais, M Sahami, JC Platt US Patent 6,161,130, 2000	997	2000
Multiple instance boosting for object detection C Zhang, J Platt, P Viola Advances in neural information processing systems 18, 2005	943	2005
Auto playlist generation with multiple seed songs JC Platt US Patent 6,987,221, 2006	629	2006
Using analytic QP and sparseness to speed training of support vector machines J Platt Advances in neural information processing systems 11, 1998	569	1998
Tackling climate change with machine learning D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ... ACM Computing Surveys (CSUR) 55 (2), 1-96, 2022	559	2022
Support vector method for novelty detection B Scholkopf, R Williamson, A Smola, J Shawe-Taylor, J Platt Advances in neural information processing systems 12 (3), 582-588, 2000	557	2000

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