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John C. Platt
John C. Platt
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Tytuł
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Fast training of support vector machines using sequential minimal optimization
JC Platt
Advances in kernel methods, 185-208, 1999
93091999
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
88132019
Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
J Platt
Advances in large margin classifiers 10 (3), 61-74, 1999
87811999
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
75132001
Support vector machines
MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf
IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998
66431998
Sequential minimal optimization: A fast algorithm for training support vector machines
JC Platt
Microsoft Research Technical Report, 1998
45341998
Best practices for convolutional neural networks applied to visual document analysis
PY Simard, D Steinkraus, JC Platt
ICDAR, 958, 2003
40962003
Elastically deformable models
D Terzopoulos, J Platt, A Barr, K Fleischer
Proceedings of the 14th annual conference on Computer graphics and …, 1987
32451987
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
31741999
Large margin DAGs for multiclass classification
J Platt, N Cristianini, J Shawe-Taylor
Advances in neural information processing systems 12, 1999
29421999
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
24771998
A resource-allocating network for function interpolation
J Platt
Neural computation 3 (2), 213-225, 1991
18831991
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
16792015
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
11232022
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
10152000
Multiple instance boosting for object detection
C Zhang, J Platt, P Viola
Advances in neural information processing systems 18, 2005
9902005
Auto playlist generation with multiple seed songs
JC Platt
US Patent 6,987,221, 2006
6682006
Using analytic QP and sparseness to speed training of support vector machines
J Platt
Advances in neural information processing systems 11, 1998
5931998
Suppressing quantum errors by scaling a surface code logical qubit
Nature 614 (7949), 676-681, 2023
5662023
Constraint methods for flexible models
JC Platt, AH Barr
Proceedings of the 15th annual conference on Computer graphics and …, 1988
5291988
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