John C. Platt

According to our database, John C. Platt authored at least 72 papers between 1987 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Tackling Climate Change with Machine Learning.

David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Sasha Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio

ACM Comput. Surv., 2023

2021

Living-Off-The-Land Command Detection Using Active Learning.

Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt

Proceedings of the RAID '21: 24th International Symposium on Research in Attacks, 2021

2017

Guest Editorial: Image and Language Understanding.

Margaret Mitchell, John C. Platt, Kate Saenko

Int. J. Comput. Vis., 2017

2015

Regularized Minimax Conditional Entropy for Crowdsourcing.

Dengyong Zhou, Qiang Liu, John C. Platt, Christopher Meek, Nihar B. Shah

CoRR, 2015

From captions to visual concepts and back.

Hao Fang, Saurabh Gupta, Forrest N. Iandola, Rupesh Kumar Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

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

Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, Robert DeLine, John C. Platt, James F. Terwilliger, John Wernsing

Proc. VLDB Endow., 2014

Ensemble deep learning for speech recognition.

Li Deng, John C. Platt

Proceedings of the INTERSPEECH 2014, 2014

Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy.

Dengyong Zhou, Qiang Liu, John C. Platt, Christopher Meek

Proceedings of the 31th International Conference on Machine Learning, 2014

HRTF magnitude synthesis via sparse representation of anthropometric features.

Piotr Tadeusz Bilinski, Jens Ahrens, Mark R. P. Thomas, Ivan Tashev, John C. Platt

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Stat!: an interactive analytics environment for big data.

Mike Barnett, Badrish Chandramouli, Robert DeLine, Steven Mark Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John C. Platt

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Robust scareware image detection.

Christian Seifert, Jack W. Stokes, Christina Colcernian, John C. Platt, Long Lu

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Learning from the Wisdom of Crowds by Minimax Entropy.

Dengyong Zhou, John C. Platt, Sumit Basu, Yi Mao

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.

Li Deng, Dong Yu, John C. Platt

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Scalable Telemetry Classification for Automated Malware Detection.

Jack W. Stokes, John C. Platt, Helen J. Wang, Joe Faulhaber, Jonathan Keller, Mady Marinescu, Anil Thomas, Marius Gheorghescu

Proceedings of the Computer Security - ESORICS 2012, 2012

Polarity Inducing Latent Semantic Analysis.

Wen-tau Yih, Geoffrey Zweig, John C. Platt

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Computational Approaches to Sentence Completion.

Geoffrey Zweig, John C. Platt, Christopher Meek, Christopher J. C. Burges, Ainur Yessenalina, Qiang Liu

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.

Wen-tau Yih, Kristina Toutanova, John C. Platt, Christopher Meek

Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011

2010

Translingual Document Representations from Discriminative Projections.

John C. Platt, Kristina Toutanova, Wen-tau Yih

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

2008

Classification of Automated Search Traffic.

Gregory Buehrer, Jack W. Stokes, Kumar Chellapilla, John C. Platt

Proceedings of the Weaving Services and People on the World Wide Web, 2008

Finding Similar Failures Using Callstack Similarity.

Kevin Bartz, Jack W. Stokes, John C. Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihle

Proceedings of the Third Workshop on Tackling Computer Systems Problems with Machine Learning Techniques, 2008

Learning from multi-topic web documents for contextual advertisement.

Yi Zhang, Arun C. Surendran, John C. Platt, Mukund Narasimhan

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Scalable summaries of spoken conversations.

Sumit Basu, Surabhi Gupta, Milind Mahajan, Patrick Nguyen, John C. Platt

Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

2007

Fast Low-Rank Semidefinite Programming for Embedding and Clustering.

Brian Kulis, Arun C. Surendran, John C. Platt

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Fast Variational Inference for Large-scale Internet Diagnosis.

John C. Platt, Emre Kiciman, David A. Maltz

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Redundant Bit Vectors for Robust Indexing and Retrieval of Electronic Ink.

Kumar Chellapilla, John C. Platt

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006

Mining web logs to debug distant connectivity problems.

Emre Kiciman, David A. Maltz, Moisés Goldszmidt, John C. Platt

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.

Jack W. Stokes, John C. Platt, Sumit Basu

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.

Jack W. Stokes, John C. Platt

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Semi-Supervised Learning with Conditional Harmonic Mixing.

Christopher J. C. Burges, John C. Platt

Proceedings of the Semi-Supervised Learning, 2006

2005

Multiple Instance Boosting for Object Detection.

Paul A. Viola, John C. Platt, Cha Zhang

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Hidden conditional random fields for phone classification.

Asela Gunawardana, Milind Mahajan, Alex Acero, John C. Platt

Proceedings of the INTERSPEECH 2005, 2005

Learning spatially-variable filters for super-resolution of text.

Adrian Corduneanu, John C. Platt

Proceedings of the 2005 International Conference on Image Processing, 2005

Using audio fingerprinting for duplicate detection and thumbnail generation.

Christopher J. C. Burges, Dan Plastina, John C. Platt, Erin Renshaw, Henrique S. Malvar

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Automatic Discovery of Personal Topics to Organize Email.

Arun C. Surendran, John C. Platt, Erin Renshaw

Proceedings of the CEAS 2005, 2005

2004

PeerPressure for automatic troubleshooting.

Helen J. Wang, John C. Platt, Yu Chen, Ruyun Zhang, Yi-Min Wang

Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2004

Automatic Misconfiguration Troubleshooting with PeerPressure.

Helen J. Wang, John C. Platt, Yu Chen, Ruyun Zhang, Yi-Min Wang

Proceedings of the 6th Symposium on Operating System Design and Implementation (OSDI 2004), 2004

Convolutional networks for speech detection.

Somsak Sukittanon, Arun C. Surendran, John C. Platt, Christopher J. C. Burges

Proceedings of the INTERSPEECH 2004, 2004

Learning to learn with the informative vector machine.

Neil D. Lawrence, John C. Platt

Proceedings of the Machine Learning, 2004

Logistic discriminative speech detectors using posterior SNR.

Arun C. Surendran, Somsak Sukittanon, John C. Platt

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Extensions of the Informative Vector Machine.

Neil D. Lawrence, John C. Platt, Michael I. Jordan

Proceedings of the Deterministic and Statistical Methods in Machine Learning, 2004

Redundant Bit Vectors for Quickly Searching High-Dimensional Regions.

Jonathan Goldstein, John C. Platt, Christopher J. C. Burges

Proceedings of the Deterministic and Statistical Methods in Machine Learning, 2004

2003

Distortion discriminant analysis for audio fingerprinting.

Christopher J. C. Burges, John C. Platt, Soumya Jana

IEEE Trans. Speech Audio Process., 2003

Online Bayes Point Machines.

Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John C. Platt, Robert C. Williamson

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Fast Embedding of Sparse Similarity Graphs.

John C. Platt

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Identifying audio clips with <i>RARE</i>.

Christopher J. C. Burges, John C. Platt, Jonathan Goldstein

Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis.

Patrice Y. Simard, David Steinkraus, John C. Platt

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002

QuickStroke: An Incremental On-Line Chinese Handwriting Recognition System.

Nada P. Matic, John C. Platt, Tony Wang

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Extracting noise-robust features from audio data.

Christopher J. C. Burges, John C. Platt, Soumya Jana

Proceedings of the IEEE International Conference on Acoustics, 2002

2001

Estimating the Support of a High-Dimensional Distribution.

Bernhard Schölkopf, John C. Platt, John Shawe-Taylor, Alexander J. Smola, Robert C. Williamson

Neural Comput., 2001

Learning a Gaussian Process Prior for Automatically Generating Music Playlists.

John C. Platt, Christopher J. C. Burges, Steven Swenson, Christopher Weare, Alice Zheng

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.

Hagai Attias, Li Deng, Alex Acero, John C. Platt

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000

Optimal filtering for patterned displays.

John C. Platt

IEEE Signal Process. Lett., 2000

Speech Denoising and Dereverberation Using Probabilistic Models.

Hagai Attias, John C. Platt, Alex Acero, Li Deng

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999

Support Vector Method for Novelty Detection.

Bernhard Schölkopf, Robert C. Williamson, Alexander J. Smola, John Shawe-Taylor, John C. Platt

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Large Margin DAGs for Multiclass Classification.

John C. Platt, Nello Cristianini, John Shawe-Taylor

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.

John C. Platt

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.

Susan T. Dumais, John C. Platt, David Hecherman, Mehran Sahami

Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, 1998

1996

A Constructive RBF Network for Writer Adaptation.

John C. Platt, Nada Matic

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995

A Neural Network Classifier for the I100 OCR Chip.

John C. Platt, Timothy P. Allen

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

1994

A Convolutional Neural Network Hand Tracker.

Steven J. Nowlan, John C. Platt

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993

Postal Address Block Location Using a Convolutional Locator Network.

Ralph Wolf, John C. Platt

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1992

A generalization of dynamic constraints.

John C. Platt

CVGIP Graph. Model. Image Process., 1992

An Analog VLSI Chip for Radial Basis Functions.

Janeen Anderson, John C. Platt, David Blair Kirk

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.

John C. Platt

Neural Comput., 1991

Heating and melting deformable models.

Demetri Terzopoulos, John C. Platt, Kurt W. Fleischer

Comput. Animat. Virtual Worlds, 1991

Networks for the Separation of Sources that Are Superimposed and Delayed.

John C. Platt, Federico Faggin

Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1990

Leaning by Combining Memorization and Gradient Descent.

John C. Platt

Proceedings of the Advances in Neural Information Processing Systems 3, 1990

1989

Physically-based modeling: past, present, and future.

Demetri Terzopoulos, John C. Platt, Alan H. Barr, David Zeltzer, Andrew P. Witkin, Jim Blinn

Proceedings of the Panel Proceedings of the 16th Annual Conference on Computer Graphics and Interactive Techniques, 1989

Analog Circuits for Constrained Optimization.

John C. Platt

Proceedings of the Advances in Neural Information Processing Systems 2, 1989

1988

Constraints methods for flexible models.

John C. Platt, Alan H. Barr

Proceedings of the 15th Annual Conference on Computer Graphics and Interactive Techniques, 1988

1987

Elastically deformable models.

Demetri Terzopoulos, John C. Platt, Alan H. Barr, Kurt W. Fleischer

Proceedings of the 14th Annual Conference on Computer Graphics and Interactive Techniques, 1987

Constrained Differential Optimization.

John C. Platt, Alan H. Barr

Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987