John C. Platt

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Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
Susan DumaisTechnical Fellow, Microsoft ResearchVerified email at microsoft.com
Eric HorvitzMicrosoftVerified email at microsoft.com
Alex SmolaBoson AIVerified email at smola.org
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Jack W. StokesMicrosoft ResearchVerified email at microsoft.com
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
Robert C. WilliamsonUniversity of TübingenVerified email at uni-tuebingen.de
Patrice SimardMicrosoft ResearchVerified email at microsoft.com
Demetri TerzopoulosDistinguished Professor & Chancellor's Professor of Computer Science, UCLAVerified email at cs.ucla.edu
Li DengChief AI Officer, Citadel (former)Verified email at ieee.org
George ZweigVerified email at mit.edu
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Sumit BasuSenior Principal Researcher, Microsoft ResearchVerified email at microsoft.com
Lynn H. KaackHertie SchoolVerified email at hertie-school.org
Evan D. SherwinLawrence Berkeley National LaboratoryVerified email at lbl.gov
David RolnickMcGill University, Mila Quebec AI InstituteVerified email at cs.mcgill.ca
Priya L. DontiAssistant Professor, MIT EECS & LIDS; Co-founder and Chair, Climate Change AIVerified email at mit.edu
Badrish ChandramouliMicrosoft ResearchVerified email at microsoft.com

John C. Platt

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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	9469	2019
Fast training of support vector machines using sequential minimal optimization JC Platt Advances in kernel methods, 185-208, 1999	9386	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	9142	1999
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	7697	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	7232	1998
Sequential minimal optimization: A fast algorithm for training support vector machines J Platt	4625	1998
Best practices for convolutional neural networks applied to visual document analysis PY Simard, D Steinkraus, JC Platt ICDAR, 958, 2003	4172	2003
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	3309	1999
Elastically deformable models D Terzopoulos, J Platt, A Barr, K Fleischer Proceedings of the 14th annual conference on Computer graphics and …, 1987	3255	1987
Large margin DAGs for multiclass classification J Platt, N Cristianini, J Shawe-Taylor Advances in neural information processing systems 12, 1999	2938	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	2457	1998
A resource-allocating network for function interpolation J Platt Neural computation 3 (2), 213-225, 1991	1882	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	1704	2015
Tackling climate change with machine learning D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ... arXiv preprint arxiv:1906.05433, 2019	1307	2019
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	1018	2000
Multiple instance boosting for object detection C Zhang, J Platt, P Viola Advances in neural information processing systems 18, 2005	1006	2005
Suppressing quantum errors by scaling a surface code logical qubit Nature 614 (7949), 676-681, 2023	720	2023
Auto playlist generation with multiple seed songs JC Platt US Patent 6,987,221, 2006	670	2006
Using analytic QP and sparseness to speed training of support vector machines J Platt Advances in neural information processing systems 11, 1998	591	1998
Constraint methods for flexible models JC Platt, AH Barr Proceedings of the 15th annual conference on Computer graphics and …, 1988	527	1988

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