Main Publications
Complete bibtex fileR Turner, S Bottone, and Z Ghahramani
Fast online anomaly detection using scan statistics
Machine Learning for Signal Processing (MLSP '10), Kittilä, Finland, 385-390, August 2010.
R Turner and CE Rasmussen
Model Based Learning of Sigma Points in Unscented Kalman Filtering
Machine Learning for Signal Processing (MLSP '10), Kittilä, Finland, 178-183, August 2010.
Y Saatci, R Turner, and CE Rasmussen
Gaussian Process Change Point Models
ICML 2010, Haifa, Israel, June 2010.
R Turner, MP Deisenroth, and CE Rasmussen
State-Space Inference and Learning with Gaussian Processes
AIStats 2010, Sardinia, Italy, 9:868-875, May 2010.
PhD Thesis
R TurnerGaussian Processes for State Space Models and Change Point Detection
University of Cambridge, July 2011.
Other Publications
(please cite the main publications when applicable.)
R Turner
Bayesian Change Point Detection for Satellite Fault Prediction
Interdisciplinary Graduate Conference (IGC) 2010, Cambridge, UK, 213-221, June 2010.
pdf word
R Turner, MP Deisenroth, and CE Rasmussen
System Identification in Gaussian Process Dynamical Systems
Nonparametric Bayes Workshop at NIPS 2009, Whistler, BC, Canada, December 2009.
R Turner, Y Saatci, and CE Rasmussen
Adaptive Sequential Bayesian Change Point Detection
Temporal Segmentation Workshop at NIPS 2009, Whistler, BC, Canada, December 2009.
Acknowledged in:
MP Deisenroth, MF Huber, and UD Hanebeck
Analytic Moment-based Gaussian Process Filtering
in Proceedings of the 26th International Conference on Machine Learning (ICML 2009), pp. 225-232, Montreal, QC, Canada. Omnipress.
R Turner
Bayesian Approaches to Rare Event Prediction in Multivariate Time Series
1st Year Report, Cambridge, UK, 2008.
Contributed to:
KE Hild and V Calhoun
The Fourth Annual 2008 MLSP Competition
In Intl. Conf. on Machine Learning for Signal Processing (MLSP '08), Cancun, Mexico, pp. 38-42, Oct. 2008.
pdf ieee-pdf
With submission: pdf
Publication Volunteer in:
A McCallum and S Roweis
Proceedings of the 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland.
Posters
R Turner, S Bottone, and Z GhahramaniFast online anomaly detection using scan statistics
Machine Learning for Signal Processing (MLSP '10), Kittilä, Finland, 385-390, August 2010.
pdf ps dvi
R Turner
Bayesian Change Point Detection for Satellite Fault Prediction
Interdisciplinary Graduate Conference (IGC) 2010, Cambridge, UK, June 2010.
pdf ps dvi
Y Saatci, R Turner, and CE Rasmussen
Gaussian Process Change Point Models
ICML 2010, Haifa, Israel, June 2010.
pdf ps dvi
R Turner, MP Deisenroth, and CE Rasmussen
State-Space Inference and Learning with Gaussian Processes
AIStats 2010, Sardinia, Italy, 9:868-875, May 2010.
pdf ps dvi
R Turner, Y Saatci, and CE Rasmussen
Adaptive Sequential Bayesian Change Point Detection
Cambridge University Engineering Department (CUED) Expo, Cambridge, UK, May 2010.
pdf ps dvi
R Turner, MP Deisenroth, and CE Rasmussen
System Identification in Gaussian Process Dynamical Systems
Nonparametric Bayes Workshop at NIPS 2009, Whistler, BC, Canada, December 2009.
pdf ps dvi
R Turner, Y Saatci, and CE Rasmussen
Adaptive Sequential Bayesian Change Point Detection
Temporal Segmentation Workshop at NIPS 2009, Whistler, BC, Canada, December 2009.
pdf ps dvi
Talks
R TurnerAdvice for Engineering Senior Design students at UC Santa Cruz, CE 123A Guest Lecture
Santa Cruz, CA, January 2011.
R Turner and CE Rasmussen
Model Based Learning of Sigma Points in Unscented Kalman Filtering
Machine Learning for Signal Processing (MLSP '10), Kittilä, Finland, 178-183, August 2010.
Y Saatci, R Turner, and CE Rasmussen
Gaussian Process Change Point Models
ICML 2010, Haifa, Israel, June 2010.
R Turner, MP Deisenroth, and CE Rasmussen
State-Space Inference and Learning with Gaussian Processes
Fox Lab, Univeristy of Washington, Seattle, WA, March 2010.
R Turner, Y Saatci, and CE Rasmussen
Adaptive Sequential Bayesian Change Point Detection
Temporal Segmentation Workshop at NIPS 2009, Whistler, BC, Canada, December 2009.
Misc.
R TurnerMachine Learning Reviewer's Checklist
Cambridge, UK, September 2010.
R Turner
Advice for Engineering Senior Design students at UC Santa Cruz
Santa Cruz, CA, January 2010.
Featured in:
UC Santa Cruz Transfer Student View 2008-2009
Santa Cruz, CA, 2007.
pdf pdf