Charles Sutton

发表

Computers and Octi: Report from the 2001 Tournament

Charles Sutton, 2002 .

Autofolding for Source Code Summarization

Mirella Lapata, Miltiadis Allamanis, Charles Sutton, 2014, IEEE Transactions on Software Engineering.

Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing

Andrew McCallum, Charles Sutton, Charles Sutton, 2005 .

Proceedings of the Third International Workshop on Epigenetic Robotics

Clayton T. Morrison, Paul R. Cohen, Brendan Burns, 2003 .

Verifying Anti-Security Policies Learnt from Android Malware Families

Wei Chen, Andrew D. Gordon, David Aspinall, 2015 .

Feature Bagging: Preventing Weight Undertraining in Structured Discriminative Learning

Andrew McCallum, Charles Sutton, Michael Sindelar, 2005 .

Fourth International Workshop on Artificial Intelligence and Statistics

Max Welling, Charles Sutton, M. Welling, 2005, Annals of Mathematics and Artificial Intelligence.

Efficient training methods for conditional random fields

Andrew McCallum, Charles Sutton, Charles Sutton, 2008 .

Mining Semantic Loop Idioms from Big Code

Premkumar T. Devanbu, Christian Bird, Miltiadis Allamanis, 2016 .

Advances in Neural Information Processing Systems 28 (NIPS 2015)

Mingjun Zhong, Charles Sutton, Nigel Goddard, 2014 .

Fourth International Seminar on Program Verification, Automated Debugging and Symbolic Computation

Andrew D. Gordon, David Aspinall, Wei Chen, 2015 .

Blending LSTMs into CNNs

Matthew Richardson, Rich Caruana, Matthai Philipose, 2015, ICLR 2016.

NIPS Workshop on Learning with Structured Outputs

Andrew McCallum, Charles Sutton, Charles Sutton, 2004, NIPS 2004.

How Often Do Single-Statement Bugs Occur? The ManySStuBs4J Dataset

Charles Sutton, Rafael-Michael Karampatsis, Charles Sutton, 2019, 2020 IEEE/ACM 17th International Conference on Mining Software Repositories (MSR).

Data Cleaning using Probabilistic Models of Integrity Constraints

Charles Sutton, Simão Eduardo, Charles Sutton, 2016, NIPS 2016.

4th Biennial Conference on Innovative Data Systems Research (CIDR)

Michael Zink, Anna Liu, Yanlei Diao, 2009 .

Proceedings for the 5th International Conference on Learning Representations

Charles Sutton, Akash Srivastava, Charles Sutton, 2017 .

NIPS Workshop on Syntax, Semantics, and Statistics

Andrew McCallum, Khashayar Rohanimanesh, Charles Sutton, 2003 .

Proceedings of the Third Conference on Tackling Computer Systems Problems with Machine Learning Techniques (SysML'08)

Michael I. Jordan, Charles Sutton, Charles Sutton, 2008 .

Proceedings of the 22Nd ACM SIGSOFT International Symposium on Foundations of Software Engineering

Miltiadis Allamanis, Charles Sutton, 2014 .

Compact Explanations of Why Malware is Bad

Wei Chen, Andrew D. Gordon, David Aspinall, 2015 .

Sparse Forward-Backward for Fast Training of Conditional Random Fields

Andrew McCallum, Chris Pal, Charles Sutton, 2006 .

GitHub Java Corpus

Miltiadis Allamanis, Charles Sutton, 2017 .

A Bayesian Blackboard for Information Fusion

Clayton T. Morrison, Paul R. Cohen, Charles Sutton, 2004 .

International Conference on Learning Representations (ICLR) 2015

Krzysztof J. Geras, Charles Sutton, Krzysztof J Geras, 2015 .

Misleading Learners: Co-opting Your Spam Filter

Blaine Nelson, Benjamin I. P. Rubinstein, Anthony D. Joseph, 2009 .

Proceedings of the Workshop on Computationally Hard Problems and Joint Inference in Speech and Language Processing

Jeff A. Bilmes, Andrew McCallum, Fernando Pereira, 2006 .

Response-Time Modeling for Resource Allocation and Energy-Informed SLAs

David A. Patterson, Armando Fox, Charles Sutton, 2007 .

Introduction to Statistical Relational Learning

Andrew McCallum, Charles Sutton, Charles Sutton, 2007 .

Learning effects of robot actions using temporal associations

Paul R. Cohen, Brendan Burns, Charles Sutton, 2002, Proceedings 2nd International Conference on Development and Learning. ICDL 2002.

Information Theory and Representation in Associative Word Learning

Clayton T. Morrison, Paul R. Cohen, Brendan Burns, 2003 .

4th Workshop on Hot Issues in Security Principles and Trust (HotSpot 2016)

Andrew D. Gordon, David Aspinall, Wei Chen, 2016 .

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2010, Chia Laguna Resort, Sardinia, Italy, May 13-15, 2010

Michael I. Jordan, Charles Sutton, Charles Sutton, 2010, AISTATS.

Mining Semantic Loop Idioms

Premkumar T. Devanbu, Christian Bird, Miltiadis Allamanis, 2018, IEEE Transactions on Software Engineering.

Bayesian Modeling of Dependency Trees Using Hierarchical Pitman-Yor Priors

Andrew McCallum, Hanna M. Wallach, Charles Sutton, 2008 .

Collective Segmentation and Labeling of Distant Entities in Information Extraction

Andrew McCallum, Charles Sutton, Charles Sutton, 2004 .

Automatic exploration of datacenter performance regimes

Michael I. Jordan, David A. Patterson, Armando Fox, 2009, ACDC '09.

Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016)

James Zou, Charles Sutton, Akash Srivastava, 2016 .

An Introduction to Conditional Random Fields for Relational Learning

Andrew McCallum, Charles Sutton, Charles Sutton, 2007 .

Bayesian inference for queueing networks and modeling of internet services

Michael I. Jordan, Charles Sutton, Charles Sutton, 2010, 1001.3355.

Proceedings of the Ninth Conference on Computational Natural Language Learning, CoNLL 2005, Ann Arbor, Michigan, USA, June 29-30, 2005

Andrew McCallum, Charles Sutton, Charles Sutton, 2005, CoNLL.

Fast, Piecewise Training for Discriminative Finite-state and Parsing Models

Andrew McCallum, Charles Sutton, 2005 .

Learning and Verifying Unwanted Behaviours

Wei Chen, Andrew D. Gordon, David Aspinall, 2016 .

The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD 2016)

Charles Sutton, Jaroslav Fowkes, 2016 .

Proceedings of the 1st International Workshop on Innovations in Mobile Privacy and Security co-located with the International Symposium on Engineering Secure Software and Systems (ESSoS 2016)

Andrew D. Gordon, David Aspinall, Wei Chen, 2016 .

Unsupervised Coreference of Publication Venues

Andrew McCallum, Charles Sutton, Charles Sutton, 2007 .

Introduction Machine Learning and Pattern Recognition

Amos Storkey, Charles Sutton, Chris Williams, 2014 .