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Charles Sutton
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An introduction to conditional random fields
C Sutton, A McCallum
Foundations and Trends® in Machine Learning 4 (4), 267-373, 2012
25022012
A survey of machine learning for big code and naturalness
M Allamanis, ET Barr, P Devanbu, C Sutton
ACM Computing Surveys (CSUR) 51 (4), 1-37, 2018
6922018
Dynamic conditional random fields: Factorized probabilistic models for labeling and segmenting sequence data
C Sutton, K Rohanimanesh, A McCallum
Proceedings of the twenty-first international conference on Machine learning, 99, 2004
6312004
Veegan: Reducing mode collapse in gans using implicit variational learning
A Srivastava, L Valkov, C Russell, MU Gutmann, C Sutton
Advances in neural information processing systems 30, 2017
5792017
A convolutional attention network for extreme summarization of source code
M Allamanis, H Peng, C Sutton
International conference on machine learning, 2091-2100, 2016
5442016
Autoencoding variational inference for topic models
A Srivastava, C Sutton
arXiv preprint arXiv:1703.01488, 2017
4252017
Learning natural coding conventions
M Allamanis, ET Barr, C Bird, C Sutton
Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations …, 2014
4132014
Suggesting accurate method and class names
M Allamanis, ET Barr, C Bird, C Sutton
Proceedings of the 2015 10th joint meeting on foundations of software …, 2015
4122015
Exploiting machine learning to subvert your spam filter.
B Nelson, M Barreno, FJ Chi, AD Joseph, BIP Rubinstein, U Saini, ...
LEET 8 (1-9), 16-17, 2008
3842008
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
3812022
Mining source code repositories at massive scale using language modeling
M Allamanis, C Sutton
2013 10th working conference on mining software repositories (MSR), 207-216, 2013
3662013
Sequence-to-point learning with neural networks for non-intrusive load monitoring
C Zhang, M Zhong, Z Wang, N Goddard, C Sutton
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
3642018
Statistical Machine Learning Makes Automatic Control Practical for Internet Datacenters.
P Bodík, R Griffith, C Sutton, A Fox, MI Jordan, DA Patterson
HotCloud 9, 12-12, 2009
2882009
Gemsec: Graph embedding with self clustering
B Rozemberczki, R Davies, R Sarkar, C Sutton
Proceedings of the 2019 IEEE/ACM international conference on advances in …, 2019
2422019
Piecewise training for undirected models
C Sutton, A McCallum
arXiv preprint arXiv:1207.1409, 2012
2312012
Mining idioms from source code
M Allamanis, C Sutton
Proceedings of the 22nd acm sigsoft international symposium on foundations …, 2014
1972014
Collective segmentation and labeling of distant entities in information extraction
C Sutton, A McCallum
MASSACHUSETTS UNIV AMHERST DEPT OF COMPUTER SCIENCE, 2004
1702004
Why, when, and what: analyzing stack overflow questions by topic, type, and code
M Allamanis, C Sutton
2013 10th Working conference on mining software repositories (MSR), 53-56, 2013
1662013
Global relational models of source code
VJ Hellendoorn, P Maniatis, R Singh, C Sutton, D Bieber
1602020
Probabilistic inference over RFID streams in mobile environments
T Tran, C Sutton, R Cocci, Y Nie, Y Diao, P Shenoy
2009 IEEE 25th International Conference on Data Engineering, 1096-1107, 2009
1582009
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Artiklar 1–20