John C. Platt
John C. Platt
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TitleCited byYear
12 fast training of support vector machines using sequential minimal optimization
JC Platt
Advances in kernel methods, 185-208, 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
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
Sequential minimal optimization: A fast algorithm for training support vector machines
J Platt
Elastically deformable models
D Terzopoulos, J Platt, A Barr, K Fleischer
ACM Siggraph Computer Graphics 21 (4), 205-214, 1987
Large margin DAGs for multiclass classification
JC Platt, N Cristianini, J Shawe-Taylor
Advances in neural information processing systems, 547-553, 2000
Support vector machines
MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf
IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998
Inductive learning algorithms and representations for text categorization
S Dumais, J Platt, D Heckerman, M Sahami
Best practices for convolutional neural networks applied to visual document analysis
PY Simard, D Steinkraus, JC Platt
ICDAR, 958, 2003
A resource-allocating network for function interpolation
J Platt
MIT Press, 1991
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
Support vector method for novelty detection
B Schölkopf, RC Williamson, AJ Smola, J Shawe-Taylor, JC Platt
Advances in neural information processing systems, 582-588, 2000
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
Multiple instance boosting for object detection
C Zhang, JC Platt, PA Viola
Advances in neural information processing systems, 1417-1424, 2006
Auto playlist generation with multiple seed songs
JC Platt
US Patent 6,987,221, 2006
Using analytic QP and sparseness to speed training of support vector machines
JC Platt
Advances in neural information processing systems, 557-563, 1999
Constraints methods for flexible models
JC Platt, AH Barr
ACM SIGGRAPH Computer Graphics 22 (4), 279-288, 1988
Object position detector
RR Schediwy, JO Pritchard, T Kao, TP Allen, JC Platt
US Patent 5,861,583, 1999
Hidden conditional random fields for phone classification
A Gunawardana, M Mahajan, A Acero, JC Platt
Ninth European Conference on Speech Communication and Technology, 2005
Methods and apparatus for classifying text and for building a text classifier
ST Dumais, D Heckerman, E Horvitz, JC Platt, M Sahami
US Patent 6,192,360, 2001
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