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John C. Platt
John C. Platt
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Fast training of support vector machines using sequential minimal optimization
JC Platt
Advances in kernel methods, 185-208, 1999
8706*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
76561999
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
59302019
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
49712001
Support vector machines
MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf
IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998
48281998
Sequential minimal optimization: A fast algorithm for training support vector machines
J Platt
41411998
Best practices for convolutional neural networks applied to visual document analysis
PY Simard, D Steinkraus, JC Platt
ICDAR, 958, 2003
35652003
Elastically deformable models
D Terzopoulos, J Platt, A Barr, K Fleischer
Proceedings of the 14th annual conference on Computer graphics and …, 1987
31551987
Large margin DAGs for multiclass classification
J Platt, N Cristianini, J Shawe-Taylor
Advances in neural information processing systems 12, 1999
28961999
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
24051998
Estimating the support of a high-dimensional distribution
JC Platt, JS Shawe-Taylor, AJ Smola, RC Williamson
Neural computation 13 (7), 1443-1471, 2001
22742001
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
20591999
A resource-allocating network for function interpolation
J Platt
Neural computation 3 (2), 213-225, 1991
18131991
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
14982015
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
9972000
Multiple instance boosting for object detection
C Zhang, J Platt, P Viola
Advances in neural information processing systems 18, 2005
9392005
Auto playlist generation with multiple seed songs
JC Platt
US Patent 6,987,221, 2006
6282006
Using analytic QP and sparseness to speed training of support vector machines
J Platt
Advances in neural information processing systems 11, 1998
5681998
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
5552000
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
5482022
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