John C. Platt

According to our database1, John C. Platt authored at least 68 papers between 1987 and 2017.

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Bibliography

2017
Guest Editorial: Image and Language Understanding.
International Journal of Computer Vision, 2017

2015
From captions to visual concepts and back.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Trill: A High-Performance Incremental Query Processor for Diverse Analytics.
PVLDB, 2014

Ensemble deep learning for speech recognition.
Proceedings of the INTERSPEECH 2014, 2014

Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy.
Proceedings of the 31th International Conference on Machine Learning, 2014

HRTF magnitude synthesis via sparse representation of anthropometric features.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Stat!: an interactive analytics environment for big data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Robust scareware image detection.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Learning from the Wisdom of Crowds by Minimax Entropy.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Scalable stacking and learning for building deep architectures.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Scalable Telemetry Classification for Automated Malware Detection.
Proceedings of the Computer Security - ESORICS 2012, 2012

Polarity Inducing Latent Semantic Analysis.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Computational Approaches to Sentence Completion.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Learning Discriminative Projections for Text Similarity Measures.
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011

2010
Translingual Document Representations from Discriminative Projections.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

2008
Classification of Automated Search Traffic.
Proceedings of the Weaving Services and People on the World Wide Web, 2008

Finding Similar Failures Using Callstack Similarity.
Proceedings of the Third Workshop on Tackling Computer Systems Problems with Machine Learning Techniques, 2008

Learning from multi-topic web documents for contextual advertisement.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Scalable summaries of spoken conversations.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

2007
Fast Low-Rank Semidefinite Programming for Embedding and Clustering.
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Fast Variational Inference for Large-scale Internet Diagnosis.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Redundant Bit Vectors for Robust Indexing and Retrieval of Electronic Ink.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
Mining web logs to debug distant connectivity problems.
Proceedings of the 2nd Annual ACM Workshop on Mining Network Data, 2006

Speaker Identification using a Microphone Array and a Joint HMM with Speech Spectrum and Angle of Arrival.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Robust Rls with Round Robin Regularization Including Application to Stereo Acoustic Echo Cancellation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Semi-Supervised Learning with Conditional Harmonic Mixing.
Proceedings of the Semi-Supervised Learning, 2006

2005
Multiple Instance Boosting for Object Detection.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Hidden conditional random fields for phone classification.
Proceedings of the INTERSPEECH 2005, 2005

Learning spatially-variable filters for super-resolution of text.
Proceedings of the 2005 International Conference on Image Processing, 2005

Using audio fingerprinting for duplicate detection and thumbnail generation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Automatic Discovery of Personal Topics to Organize Email.
Proceedings of the CEAS 2005, 2005

2004
PeerPressure for automatic troubleshooting.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2004

Automatic Misconfiguration Troubleshooting with PeerPressure.
Proceedings of the 6th Symposium on Operating System Design and Implementation (OSDI 2004), 2004

Convolutional networks for speech detection.
Proceedings of the INTERSPEECH 2004, 2004

Learning to learn with the informative vector machine.
Proceedings of the Machine Learning, 2004

Logistic discriminative speech detectors using posterior SNR.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Extensions of the Informative Vector Machine.
Proceedings of the Deterministic and Statistical Methods in Machine Learning, 2004

Redundant Bit Vectors for Quickly Searching High-Dimensional Regions.
Proceedings of the Deterministic and Statistical Methods in Machine Learning, 2004

2003
Distortion discriminant analysis for audio fingerprinting.
IEEE Trans. Speech and Audio Processing, 2003

Online Bayes Point Machines.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Fast Embedding of Sparse Similarity Graphs.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Identifying audio clips with RARE.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002
QuickStroke: An Incremental On-Line Chinese Handwriting Recognition System.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Extracting noise-robust features from audio data.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Estimating the Support of a High-Dimensional Distribution.
Neural Computation, 2001

Learning a Gaussian Process Prior for Automatically Generating Music Playlists.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

A new method for speech denoising and robust speech recognition using probabilistic models for clean speech and for noise.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000
Speech Denoising and Dereverberation Using Probabilistic Models.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999
Support Vector Method for Novelty Detection.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Large Margin DAGs for Multiclass Classification.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998
Using Analytic QP and Sparseness to Speed Training of Support Vector Machines.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Inductive Learning Algorithms and Representations for Text Categorization.
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, 1998

1996
A Constructive RBF Network for Writer Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995
A Neural Network Classifier for the I100 OCR Chip.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995

1994
A Convolutional Neural Network Hand Tracker.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993
Postal Address Block Location Using a Convolutional Locator Network.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1992
A generalization of dynamic constraints.
CVGIP: Graphical Model and Image Processing, 1992

An Analog VLSI Chip for Radial Basis Functions.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

1991
A Resource-Allocating Network for Function Interpolation.
Neural Computation, 1991

Heating and melting deformable models.
Journal of Visualization and Computer Animation, 1991

Networks for the Separation of Sources that Are Superimposed and Delayed.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1990
Leaning by Combining Memorization and Gradient Descent.
Proceedings of the Advances in Neural Information Processing Systems 3, 1990

1989
Physically-based modeling: past, present, and future.
Proceedings of the Panel Proceedings of the 16th Annual Conference on Computer Graphics and Interactive Techniques, 1989

Analog Circuits for Constrained Optimization.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

1988
Constraints methods for flexible models.
Proceedings of the 15th Annual Conference on Computer Graphics and Interactive Techniques, 1988

1987
Elastically deformable models.
Proceedings of the 14th Annual Conference on Computer Graphics and Interactive Techniques, 1987

Constrained Differential Optimization.
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987


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