John C. Platt
John C. Platt
Verified email at
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
Constraints methods for flexible models
JC Platt, AH Barr
ACM SIGGRAPH Computer Graphics 22 (4), 279-288, 1988
Using analytic QP and sparseness to speed training of support vector machines
JC Platt
Advances in neural information processing systems, 557-563, 1999
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
The system can't perform the operation now. Try again later.
Articles 1–20