Charles Sutton
Orcid: 0000-0002-0041-3820Affiliations:
- Google Research, Mountain View, CA, USA
- University of Edinburgh, School of Informatics
- The Alan Turing Institute, London, UK
According to our database1,
Charles Sutton
authored at least 128 papers
between 2003 and 2024.
Collaborative distances:
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Online presence:
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on orcid.org
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on github.com
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Bibliography
2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Dagstuhl Reports, February, 2023
ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
CoRR, 2022
CoRR, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
OptTyper: Probabilistic Type Inference by Optimising Logical and Natural Constraints.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the MSR '20: 17th International Conference on Mining Software Repositories, 2020
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020
Where should I comment my code?: a dataset and model for predicting locations that need comments.
Proceedings of the ICSE-NIER 2020: 42nd International Conference on Software Engineering, New Ideas and Emerging Results, Seoul, South Korea, 27 June, 2020
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Companion Volume, Seoul, South Korea, 27 June, 2020
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Probabilistic programming with densities in SlicStan: efficient, flexible, and deterministic.
Proc. ACM Program. Lang., 2019
Data Min. Knowl. Discov., 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Ratio Matching MMD Nets: Low dimensional projections for effective deep generative models.
CoRR, 2018
Proceedings of the 10th USENIX Workshop on the Theory and Practice of Provenance, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Deep Dungeons and Dragons: Learning Character-Action Interactions from Role-Playing Game Transcripts.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Data Diff: Interpretable, Executable Summaries of Changes in Distributions for Data Wrangling.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the Fundamental Approaches to Software Engineering, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
ACM Trans. Model. Comput. Simul., 2016
CoRR, 2016
Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicitation.
CoRR, 2016
Proceedings of the 9th ACM Conference on Security & Privacy in Wireless and Mobile Networks, 2016
Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016
Proceedings of the Integrated Formal Methods - 12th International Conference, 2016
Proceedings of the 38th International Conference on Software Engineering, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 9th European Workshop on System Security, 2016
Proceedings of the 1st International Workshop on Innovations in Mobile Privacy and Security, 2016
2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014
Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014
Signal Aggregate Constraints in Additive Factorial HMMs, with Application to Energy Disaggregation.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Semi-Separable Hamiltonian Monte Carlo for Inference in Bayesian Hierarchical Models.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
2013
Proceedings of the 10th Working Conference on Mining Software Repositories, 2013
Proceedings of the 10th Working Conference on Mining Software Repositories, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2012
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
Proceedings of the Sustainable Internet and ICT for Sustainability, 2012
2011
Proc. VLDB Endow., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
2009
Proceedings of the 25th International Conference on Data Engineering, 2009
Proceedings of the 1st Workshop on Automated Control for Datacenters and Clouds, 2009
Statistical Machine Learning Makes Automatic Control Practical for Internet Datacenters.
Proceedings of the Workshop on Hot Topics in Cloud Computing, 2009
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009
2008
Proceedings of the Third Workshop on Tackling Computer Systems Problems with Machine Learning Techniques, 2008
Proceedings of the First USENIX Workshop on Large-Scale Exploits and Emergent Threats, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
2007
Dynamic Conditional Random Fields: Factorized Probabilistic Models for Labeling and Segmenting Sequence Data.
J. Mach. Learn. Res., 2007
Proceedings of the Machine Learning, 2007
2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Sparse Forward-Backward Using Minimum Divergence Beams for Fast Training Of Conditional Random Fields.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Proceedings of the HLT/EMNLP 2005, 2005
Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
2003
Proceedings of the Advances in Intelligent Data Analysis V, 2003
Proceedings of the Advances in Intelligent Data Analysis V, 2003