John C. Platt

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 7

Top Topics

Sparse Representation

Machine Learning

Conditional Entropy

Top Venues

Proc. VLDB Endow.

Publications

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
Tackling Climate Change with Machine Learning. ACM Comput. Surv. 55 (2) (2023)
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
Living-Off-The-Land Command Detection Using Active Learning. RAID (2021)
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
Living-Off-The-Land Command Detection Using Active Learning. CoRR (2021)
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 Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Körding, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio
Tackling Climate Change with Machine Learning. CoRR (2019)
Margaret Mitchell, John C. Platt, Kate Saenko
Guest Editorial: Image and Language Understanding. Int. J. Comput. Vis. 123 (1) (2017)
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
From captions to visual concepts and back. CVPR (2015)
Dengyong Zhou, Qiang Liu, John C. Platt, Christopher Meek, Nihar B. Shah
Regularized Minimax Conditional Entropy for Crowdsourcing. CoRR (2015)
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
From Captions to Visual Concepts and Back. CoRR (2014)
Piotr Tadeusz Bilinski, Jens Ahrens, Mark R. P. Thomas, Ivan Tashev, John C. Platt
HRTF magnitude synthesis via sparse representation of anthropometric features. ICASSP (2014)
Li Deng, John C. Platt
Ensemble deep learning for speech recognition. INTERSPEECH (2014)
Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, Robert DeLine, John C. Platt, James F. Terwilliger, John Wernsing
Trill: A High-Performance Incremental Query Processor for Diverse Analytics. Proc. VLDB Endow. 8 (4) (2014)
Dengyong Zhou, Qiang Liu, John C. Platt, Christopher Meek
Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy. ICML (2014)
Christian Seifert, Jack W. Stokes, Christina Colcernian, John C. Platt, Long Lu
Robust scareware image detection. ICASSP (2013)
Mike Barnett, Badrish Chandramouli, Robert DeLine, Steven Mark Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John C. Platt
Stat!: an interactive analytics environment for big data. SIGMOD Conference (2013)
Wen-tau Yih, Geoffrey Zweig, John C. Platt
Polarity Inducing Latent Semantic Analysis. EMNLP-CoNLL (2012)
Jack W. Stokes, John C. Platt, Helen J. Wang, Joe Faulhaber, Jonathan Keller, Mady Marinescu, Anil Thomas, Marius Gheorghescu
Scalable Telemetry Classification for Automated Malware Detection. ESORICS (2012)
Geoffrey Zweig, John C. Platt, Christopher Meek, Christopher J. C. Burges, Ainur Yessenalina, Qiang Liu
Computational Approaches to Sentence Completion. ACL (1) (2012)
Dengyong Zhou, John C. Platt, Sumit Basu, Yi Mao
Learning from the Wisdom of Crowds by Minimax Entropy. NIPS (2012)
Li Deng, Dong Yu, John C. Platt
Scalable stacking and learning for building deep architectures. ICASSP (2012)
Wen-tau Yih, Kristina Toutanova, John C. Platt, Christopher Meek
Learning Discriminative Projections for Text Similarity Measures. CoNLL (2011)
John C. Platt, Kristina Toutanova, Wen-tau Yih
Translingual Document Representations from Discriminative Projections. EMNLP (2010)
Kevin Bartz, Jack W. Stokes, John C. Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihle
Finding Similar Failures Using Callstack Similarity. SysML (2008)
Sumit Basu, Surabhi Gupta, Milind Mahajan, Patrick Nguyen, John C. Platt
Scalable summaries of spoken conversations. IUI (2008)
Yi Zhang, Arun C. Surendran, John C. Platt, Mukund Narasimhan
Learning from multi-topic web documents for contextual advertisement. KDD (2008)
Gregory Buehrer, Jack W. Stokes, Kumar Chellapilla, John C. Platt
Classification of Automated Search Traffic. Weaving Services and People on the World Wide Web (2008)
Brian Kulis, Arun C. Surendran, John C. Platt
Fast Low-Rank Semidefinite Programming for Embedding and Clustering. AISTATS (2007)
John C. Platt, Emre Kiciman, David A. Maltz
Fast Variational Inference for Large-scale Internet Diagnosis. NIPS (2007)
Kumar Chellapilla, John C. Platt
Redundant Bit Vectors for Robust Indexing and Retrieval of Electronic Ink. ICDAR (2007)
Jack W. Stokes, John C. Platt, Sumit Basu
Speaker Identification using a Microphone Array and a Joint HMM with Speech Spectrum and Angle of Arrival. ICME (2006)
Jack W. Stokes, John C. Platt
Robust Rls with Round Robin Regularization Including Application to Stereo Acoustic Echo Cancellation. ICASSP (3) (2006)
Emre Kiciman, David A. Maltz, Moisés Goldszmidt, John C. Platt
Mining web logs to debug distant connectivity problems. MineNet (2006)
Christopher J. C. Burges, Dan Plastina, John C. Platt, Erin Renshaw, Henrique S. Malvar
Using audio fingerprinting for duplicate detection and thumbnail generation. ICASSP (3) (2005)
Adrian Corduneanu, John C. Platt
Learning spatially-variable filters for super-resolution of text. ICIP (1) (2005)
Paul A. Viola, John C. Platt, Cha Zhang
Multiple Instance Boosting for Object Detection. NIPS (2005)
Asela Gunawardana, Milind Mahajan, Alex Acero, John C. Platt
Hidden conditional random fields for phone classification. INTERSPEECH (2005)
Arun C. Surendran, John C. Platt, Erin Renshaw
Automatic Discovery of Personal Topics to Organize Email. CEAS (2005)
Jonathan Goldstein, John C. Platt, Christopher J. C. Burges
Redundant Bit Vectors for Quickly Searching High-Dimensional Regions. Deterministic and Statistical Methods in Machine Learning (2004)
Helen J. Wang, John C. Platt, Yu Chen, Ruyun Zhang, Yi-Min Wang
Automatic Misconfiguration Troubleshooting with PeerPressure. OSDI (2004)
Neil D. Lawrence, John C. Platt
Learning to learn with the informative vector machine. ICML (2004)
Neil D. Lawrence, John C. Platt, Michael I. Jordan
Extensions of the Informative Vector Machine. Deterministic and Statistical Methods in Machine Learning (2004)
Helen J. Wang, John C. Platt, Yu Chen, Ruyun Zhang, Yi-Min Wang
PeerPressure for automatic troubleshooting. SIGMETRICS (2004)
Somsak Sukittanon, Arun C. Surendran, John C. Platt, Christopher J. C. Burges
Convolutional networks for speech detection. INTERSPEECH (2004)
Arun C. Surendran, Somsak Sukittanon, John C. Platt
Logistic discriminative speech detectors using posterior SNR. ICASSP (5) (2004)
Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John C. Platt, Robert C. Williamson
Online Bayes Point Machines. PAKDD (2003)
Patrice Y. Simard, David Steinkraus, John C. Platt
Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis. ICDAR (2003)
Christopher J. C. Burges, John C. Platt, Soumya Jana
Distortion discriminant analysis for audio fingerprinting. IEEE Trans. Speech Audio Process. 11 (3) (2003)
Christopher J. C. Burges, John C. Platt, Jonathan Goldstein
. ACM Multimedia (2003)
John C. Platt
Fast Embedding of Sparse Similarity Graphs. NIPS (2003)
Christopher J. C. Burges, John C. Platt, Soumya Jana
Extracting noise-robust features from audio data. ICASSP (2002)
Nada P. Matic, John C. Platt, Tony Wang
QuickStroke: An Incremental On-Line Chinese Handwriting Recognition System. ICPR (3) (2002)
John C. Platt, Christopher J. C. Burges, Steven Swenson, Christopher Weare, Alice Zheng
Learning a Gaussian Process Prior for Automatically Generating Music Playlists. NIPS (2001)
Bernhard Schölkopf, John C. Platt, John Shawe-Taylor, Alexander J. Smola, Robert C. Williamson
Estimating the Support of a High-Dimensional Distribution. Neural Comput. 13 (7) (2001)
Hagai Attias, Li Deng, Alex Acero, John C. Platt
A new method for speech denoising and robust speech recognition using probabilistic models for clean speech and for noise. INTERSPEECH (2001)
Hagai Attias, John C. Platt, Alex Acero, Li Deng
Speech Denoising and Dereverberation Using Probabilistic Models. NIPS (2000)
John C. Platt
Optimal filtering for patterned displays. IEEE Signal Process. Lett. 7 (7) (2000)
Bernhard Schölkopf, Robert C. Williamson, Alexander J. Smola, John Shawe-Taylor, John C. Platt
Support Vector Method for Novelty Detection. NIPS (1999)
John C. Platt, Nello Cristianini, John Shawe-Taylor
Large Margin DAGs for Multiclass Classification. NIPS (1999)
John C. Platt
Using Analytic QP and Sparseness to Speed Training of Support Vector Machines. NIPS (1998)
Susan T. Dumais, John C. Platt, David Hecherman, Mehran Sahami
Inductive Learning Algorithms and Representations for Text Categorization. CIKM (1998)
John C. Platt, Nada Matic
A Constructive RBF Network for Writer Adaptation. NIPS (1996)
John C. Platt, Timothy P. Allen
A Neural Network Classifier for the I100 OCR Chip. NIPS (1995)
Steven J. Nowlan, John C. Platt
A Convolutional Neural Network Hand Tracker. NIPS (1994)
Ralph Wolf, John C. Platt
Postal Address Block Location Using a Convolutional Locator Network. NIPS (1993)
Janeen Anderson, John C. Platt, David Blair Kirk
An Analog VLSI Chip for Radial Basis Functions. NIPS (1992)
John C. Platt
A generalization of dynamic constraints. CVGIP Graph. Model. Image Process. 54 (6) (1992)
Demetri Terzopoulos, John C. Platt, Kurt W. Fleischer
Heating and melting deformable models. Comput. Animat. Virtual Worlds 2 (2) (1991)
John C. Platt
A Resource-Allocating Network for Function Interpolation. Neural Comput. 3 (2) (1991)
John C. Platt, Federico Faggin
Networks for the Separation of Sources that Are Superimposed and Delayed. NIPS (1991)
John C. Platt
Leaning by Combining Memorization and Gradient Descent. NIPS (1990)
Demetri Terzopoulos, John C. Platt, Alan H. Barr, David Zeltzer, Andrew P. Witkin, Jim Blinn
Physically-based modeling: past, present, and future. SIGGRAPH (Panels) (1989)
John C. Platt
Analog Circuits for Constrained Optimization. NIPS (1989)
John C. Platt, Alan H. Barr
Constraints methods for flexible models. SIGGRAPH (1988)
John C. Platt, Alan H. Barr
Constrained Differential Optimization. NIPS (1987)
Demetri Terzopoulos, John C. Platt, Alan H. Barr, Kurt W. Fleischer
Elastically deformable models. SIGGRAPH (1987)