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2020 – today
- 2023
[j9]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): 42:1-42:96 (2023)- 2021
- [c61]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: 442-455 - [i4]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 abs/2111.15039 (2021)
2010 – 2019
- 2019
- [i3]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 abs/1906.05433 (2019) - 2017
- [j8]Margaret Mitchell, John C. Platt, Kate Saenko:
Guest Editorial: Image and Language Understanding. Int. J. Comput. Vis. 123(1): 1-3 (2017) - 2015
- [c60]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: 1473-1482 - [i2]Dengyong Zhou, Qiang Liu, John C. Platt, Christopher Meek, Nihar B. Shah:
Regularized Minimax Conditional Entropy for Crowdsourcing. CoRR abs/1503.07240 (2015) - 2014
- [j7]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): 401-412 (2014) - [c59]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: 4468-4472 - [c58]Dengyong Zhou, Qiang Liu, John C. Platt, Christopher Meek:
Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy. ICML 2014: 262-270 - [c57]Li Deng, John C. Platt:
Ensemble deep learning for speech recognition. INTERSPEECH 2014: 1915-1919 - [i1]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 abs/1411.4952 (2014) - 2013
- [c56]Christian Seifert, Jack W. Stokes, Christina Colcernian, John C. Platt, Long Lu:
Robust scareware image detection. ICASSP 2013: 2920-2924 - [c55]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: 1013-1016 - 2012
- [c54]Geoffrey Zweig, John C. Platt, Christopher Meek, Christopher J. C. Burges, Ainur Yessenalina, Qiang Liu:
Computational Approaches to Sentence Completion. ACL (1) 2012: 601-610 - [c53]Wen-tau Yih, Geoffrey Zweig, John C. Platt:
Polarity Inducing Latent Semantic Analysis. EMNLP-CoNLL 2012: 1212-1222 - [c52]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: 788-805 - [c51]Li Deng, Dong Yu, John C. Platt:
Scalable stacking and learning for building deep architectures. ICASSP 2012: 2133-2136 - [c50]Dengyong Zhou, John C. Platt, Sumit Basu, Yi Mao:
Learning from the Wisdom of Crowds by Minimax Entropy. NIPS 2012: 2204-2212 - 2011
- [c49]Wen-tau Yih, Kristina Toutanova, John C. Platt, Christopher Meek:
Learning Discriminative Projections for Text Similarity Measures. CoNLL 2011: 247-256 - 2010
- [c48]John C. Platt, Kristina Toutanova, Wen-tau Yih:
Translingual Document Representations from Discriminative Projections. EMNLP 2010: 251-261
2000 – 2009
- 2008
- [c47]Sumit Basu, Surabhi Gupta, Milind Mahajan, Patrick Nguyen, John C. Platt:
Scalable summaries of spoken conversations. IUI 2008: 267-275 - [c46]Yi Zhang, Arun C. Surendran, John C. Platt, Mukund Narasimhan:
Learning from multi-topic web documents for contextual advertisement. KDD 2008: 1051-1059 - [c45]Kevin Bartz, Jack W. Stokes, John C. Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihle:
Finding Similar Failures Using Callstack Similarity. SysML 2008 - [c44]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: 3-26 - [e2]John C. Platt, Daphne Koller, Yoram Singer, Sam T. Roweis:
Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007. Curran Associates, Inc. 2008 [contents] - 2007
- [c43]Kumar Chellapilla, John C. Platt:
Redundant Bit Vectors for Robust Indexing and Retrieval of Electronic Ink. ICDAR 2007: 387-391 - [c42]John C. Platt, Emre Kiciman, David A. Maltz:
Fast Variational Inference for Large-scale Internet Diagnosis. NIPS 2007: 1169-1176 - [c41]Brian Kulis, Arun C. Surendran, John C. Platt:
Fast Low-Rank Semidefinite Programming for Embedding and Clustering. AISTATS 2007: 235-242 - [e1]Bernhard Schölkopf, John C. Platt, Thomas Hofmann:
Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006. MIT Press 2007, ISBN 0-262-19568-2 [contents] - 2006
- [c40]Jack W. Stokes, John C. Platt:
Robust Rls with Round Robin Regularization Including Application to Stereo Acoustic Echo Cancellation. ICASSP (3) 2006: 736-739 - [c39]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: 1381-1384 - [c38]Emre Kiciman, David A. Maltz, Moisés Goldszmidt, John C. Platt:
Mining web logs to debug distant connectivity problems. MineNet 2006: 287-292 - [p1]Christopher J. C. Burges, John C. Platt:
Semi-Supervised Learning with Conditional Harmonic Mixing. Semi-Supervised Learning 2006: 250-273 - 2005
- [c37]Arun C. Surendran, John C. Platt, Erin Renshaw:
Automatic Discovery of Personal Topics to Organize Email. CEAS 2005 - [c36]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: 9-12 - [c35]Adrian Corduneanu, John C. Platt:
Learning spatially-variable filters for super-resolution of text. ICIP (1) 2005: 849-852 - [c34]Asela Gunawardana, Milind Mahajan, Alex Acero, John C. Platt:
Hidden conditional random fields for phone classification. INTERSPEECH 2005: 1117-1120 - [c33]Paul A. Viola, John C. Platt, Cha Zhang:
Multiple Instance Boosting for Object Detection. NIPS 2005: 1417-1424 - 2004
- [c32]Neil D. Lawrence, John C. Platt, Michael I. Jordan:
Extensions of the Informative Vector Machine. Deterministic and Statistical Methods in Machine Learning 2004: 56-87 - [c31]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: 137-158 - [c30]Arun C. Surendran, Somsak Sukittanon, John C. Platt:
Logistic discriminative speech detectors using posterior SNR. ICASSP (5) 2004: 625-628 - [c29]Neil D. Lawrence, John C. Platt:
Learning to learn with the informative vector machine. ICML 2004 - [c28]Somsak Sukittanon, Arun C. Surendran, John C. Platt, Christopher J. C. Burges:
Convolutional networks for speech detection. INTERSPEECH 2004: 1077-1080 - [c27]Helen J. Wang, John C. Platt, Yu Chen, Ruyun Zhang, Yi-Min Wang:
Automatic Misconfiguration Troubleshooting with PeerPressure. OSDI 2004: 245-258 - [c26]Helen J. Wang, John C. Platt, Yu Chen, Ruyun Zhang, Yi-Min Wang:
PeerPressure for automatic troubleshooting. SIGMETRICS 2004: 398-399 - 2003
- [j6]Christopher J. C. Burges, John C. Platt, Soumya Jana:
Distortion discriminant analysis for audio fingerprinting. IEEE Trans. Speech Audio Process. 11(3): 165-174 (2003) - [c25]Patrice Y. Simard, David Steinkraus, John C. Platt:
Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis. ICDAR 2003: 958-962 - [c24]Christopher J. C. Burges, John C. Platt, Jonathan Goldstein:
Identifying audio clips with RARE. ACM Multimedia 2003: 444-445 - [c23]John C. Platt:
Fast Embedding of Sparse Similarity Graphs. NIPS 2003: 571-578 - [c22]Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John C. Platt, Robert C. Williamson:
Online Bayes Point Machines. PAKDD 2003: 241-252 - 2002
- [c21]Christopher J. C. Burges, John C. Platt, Soumya Jana:
Extracting noise-robust features from audio data. ICASSP 2002: 1021-1024 - [c20]Nada P. Matic, John C. Platt, Tony Wang:
QuickStroke: An Incremental On-Line Chinese Handwriting Recognition System. ICPR (3) 2002: 435-439 - 2001
- [j5]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): 1443-1471 (2001) - [c19]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: 1903-1906 - [c18]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: 1425-1432 - 2000
- [j4]John C. Platt:
Optimal filtering for patterned displays. IEEE Signal Process. Lett. 7(7): 179-181 (2000) - [c17]Hagai Attias, John C. Platt, Alex Acero, Li Deng:
Speech Denoising and Dereverberation Using Probabilistic Models. NIPS 2000: 758-764
1990 – 1999
- 1999
- [c16]John C. Platt, Nello Cristianini, John Shawe-Taylor:
Large Margin DAGs for Multiclass Classification. NIPS 1999: 547-553 - [c15]Bernhard Schölkopf, Robert C. Williamson, Alexander J. Smola, John Shawe-Taylor, John C. Platt:
Support Vector Method for Novelty Detection. NIPS 1999: 582-588 - 1998
- [c14]Susan T. Dumais, John C. Platt, David Hecherman, Mehran Sahami:
Inductive Learning Algorithms and Representations for Text Categorization. CIKM 1998: 148-155 - [c13]John C. Platt:
Using Analytic QP and Sparseness to Speed Training of Support Vector Machines. NIPS 1998: 557-563 - 1996
- [c12]John C. Platt, Nada Matic:
A Constructive RBF Network for Writer Adaptation. NIPS 1996: 765-771 - 1995
- [c11]John C. Platt, Timothy P. Allen:
A Neural Network Classifier for the I100 OCR Chip. NIPS 1995: 938-944 - 1994
- [c10]Steven J. Nowlan, John C. Platt:
A Convolutional Neural Network Hand Tracker. NIPS 1994: 901-908 - 1993
- [c9]Ralph Wolf, John C. Platt:
Postal Address Block Location Using a Convolutional Locator Network. NIPS 1993: 745-752 - 1992
- [j3]John C. Platt:
A generalization of dynamic constraints. CVGIP Graph. Model. Image Process. 54(6): 516-525 (1992) - [c8]Janeen Anderson, John C. Platt, David Blair Kirk:
An Analog VLSI Chip for Radial Basis Functions. NIPS 1992: 765-772 - 1991
- [j2]Demetri Terzopoulos, John C. Platt, Kurt W. Fleischer:
Heating and melting deformable models. Comput. Animat. Virtual Worlds 2(2): 68-73 (1991) - [j1]John C. Platt:
A Resource-Allocating Network for Function Interpolation. Neural Comput. 3(2): 213-225 (1991) - [c7]John C. Platt, Federico Faggin:
Networks for the Separation of Sources that Are Superimposed and Delayed. NIPS 1991: 730-737 - 1990
- [c6]John C. Platt:
Leaning by Combining Memorization and Gradient Descent. NIPS 1990: 714-720
1980 – 1989
- 1989
- [b1]John C. Platt:
Constraint Methods for Neural Networks and Computer Graphics. California Institute of Technology, USA, 1989 - [c5]John C. Platt:
Analog Circuits for Constrained Optimization. NIPS 1989: 777-784 - [c4]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: 191-209 - 1988
- [c3]John C. Platt, Alan H. Barr:
Constraints methods for flexible models. SIGGRAPH 1988: 279-288 - 1987
- [c2]John C. Platt, Alan H. Barr:
Constrained Differential Optimization. NIPS 1987: 612-621 - [c1]Demetri Terzopoulos, John C. Platt, Alan H. Barr, Kurt W. Fleischer:
Elastically deformable models. SIGGRAPH 1987: 205-214
Coauthor Index
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