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
Alex SmolaBoson AIVerified email at smola.org
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Robert C. WilliamsonUniversity of TübingenVerified email at uni-tuebingen.de
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
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
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
Marti A HearstProfessor, University of California, BerkeleyVerified email at berkeley.edu
Scott Wen-tau YihFAIR at MetaVerified email at meta.com
Cormac HerleyMicrosoft ResearchVerified email at microsoft.com
Denny ZhouResearch Scientist, Google DeepMindVerified 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	9105	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	7939	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	6771	2001
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	6574	2019
Support vector machines MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998	5238	1998
Sequential minimal optimization: A fast algorithm for training support vector machines J Platt	4223	1998
Best practices for convolutional neural networks applied to visual document analysis PY Simard, D Steinkraus, JC Platt ICDAR, 958, 2003	3717	2003
Elastically deformable models D Terzopoulos, J Platt, A Barr, K Fleischer Proceedings of the 14th annual conference on Computer graphics and …, 1987	3219	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	2413	1998
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	2211	1999
A resource-allocating network for function interpolation J Platt Neural computation 3 (2), 213-225, 1991	1828	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	1535	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	1006	2000
Multiple instance boosting for object detection C Zhang, J Platt, P Viola Advances in neural information processing systems 18, 2005	955	2005
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	690	2022
Auto playlist generation with multiple seed songs JC Platt US Patent 6,987,221, 2006	633	2006
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	589	2000
Using analytic QP and sparseness to speed training of support vector machines J Platt Advances in neural information processing systems 11, 1998	576	1998
Constraint methods for flexible models JC Platt, AH Barr Proceedings of the 15th annual conference on Computer graphics and …, 1988	538	1988

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