PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Charles Sutton

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Number of EPrints submitted by this user: 13

Probabilistic Inference over RFID Streams in Mobile Environments
Thanh Tran, Charles Sutton, Richard Cocci, Yanming Nie, Yanlei Diao and Prashant Shenoy
In: 25th International Conference on Data Engineering(2009).

Piecewise Training for Structured Prediction
Charles Sutton and Andrew McCallum
Machine Learning Volume 77, Number 2-3, pp. 165-194, 2009.

Misleading learners: Co-opting your spam filter
Blaine Nelson, Marco Barreno, Fuching Jack Chi, Anthony D. Joseph, Benjamin I. P. Rubinstein, Udam Saina, Charles Sutton, J. D. Tygar and Kai Xai
In: Machine Learning in Cyber Trust: Security, Privacy, Reliability (2009) Springer . ISBN 978-0-387-88734-0

Capturing Data Uncertainty in High-Volume Stream Processing
Yanlei Diao, Buduo Li, Anna Liu, Liping Peng, Charles Sutton, Thanh Tran and Michael Zink
In: Conference on Innovative Data Systems Research(2009).

Statistical Machine Learning Makes Automatic Control Practical for Internet Datacenters
Peter Bodik, Rean Griffith, Charles Sutton, Armando Fox, Michael I. Jordan and David A. Patterson
In: Workshop on Hot Topics in Cloud Computing(2009).

Automatic Exploration of Datacenter Performance Regimes
Peter Bodik, Rean Griffith, Charles Sutton, Armando Fox, Michael I. Jordan and David A. Patterson
In: Workshop on Automated Control for Datacenters and Clouds(2009).

Learning and Inference in Queueing Networks
Charles Sutton and Michael I Jordan
In: AISTATS 2010, 13-15 May 2010, Sardinia, Italy.

Bayesian Inference in Queueing Networks
Charles Sutton and Michael I Jordan
Annals of Applied Statistics 2010. ISSN 1932-6157

An Introduction to Conditional Random Fields
Charles Sutton and Andrew McCallum
Foundations and Trends in Machine Learning 2010. ISSN 1935-8245

Distributed Inference and Query Processing for RFID Tracking and Monitoring
Zhao Cao, Charles Sutton, Yanlei Diao and Prashant Shenoy
In: VLDB 2011(2010).

Quasi-Newton Markov chain Monte Carlo
Yichuan Zhang and Charles Sutton
In: NIPS 2011, 12-15 Dec 2011, Granada, Spain.

Supporting User-Defined Functions on Uncertain Data
Thanh T. L. Tran, Yanlei Diao, Charles Sutton and Anna Liu
In: VLDB 2013, Aug 26-30 2013, Italy.

Word Storms: Multiples of Word Clouds for Visual Comparison of Documents
Quim Castella and Charles Sutton
(2013) Technical Report. Arxiv.