These pages contain selected publications which serve as examples of the contributions by the researchers at Oxford and the ATI.

Publications by Oxford researchers funded by the Alan Turing Institute are included.

Expected signature of Brownian motion up to the first exit time from a bounded domain

Date: 2015

Categories:

Reference

Lyons, T. and Ni, H. (2015) ‘Expected signature of Brownian motion up to the first exit time from a bounded domain’, The Annals of Probability, 43(5), pp. 2729–2762. doi: 10.1214/14-aop949.

Full text available at arxiv.org

Author

Prof. Terry Lyons

Digital divisions of labor and informational magnetism: Mapping participation in Wikipedia

Date: 2015

Categories:

Reference

Graham, M., Straumann, R.K. and Hogan, B. (2015) ‘Digital divisions of labor and informational magnetism: Mapping participation in Wikipedia’, Annals of the Association of American Geographers, 105(6), pp. 1158–1178. doi: 10.1080/00045608.2015.1072791.

Full text available at www.tandfonline.com

Author

Dr. Bernie Hogan

Entropy-based latent structured output prediction

Date: 2015

Categories:

Reference

Bouchacourt, D., Nowozin, S. and Kumar, P.M. (2015) ‘Entropy-based latent structured output prediction’, 2015 IEEE International Conference on Computer Vision (ICCV),

Full text available at mpawankumar.info

Author

Prof. M. Pawan Kumar

Research and fieldwork in development

Date: 2015

Categories:

Reference

Hammett, D., Twyman, C. and Graham, M. (2015) Research and fieldwork in development. Routledge.

Full text available at www.routledge.com

Author

Prof. Mark Graham

he theory of rough paths via one-forms and the extension of an argument of Schwartz to rough differential equations

Date: 2015

Categories:

Reference

Lyons, T. and Yang, D. (2015) ‘The theory of rough paths via one-forms and the extension of an argument of Schwartz to rough differential equations’, Journal of the Mathematical Society of Japan, 67(4), pp. 1681–1703. doi: 10.2969/jmsj/06741681.

Full text available at arxiv.org

Author

Prof. Terry Lyons

Parsimonious labeling

Date: 2015

Categories:

Reference

Dokania, P.K. and Kumar, P.M. (2015) ‘Parsimonious labeling’, 2015 IEEE International Conference on Computer Vision (ICCV).

Full text available at arxiv.org

Author

Prof. M. Pawan Kumar

Efficient implementation of Markov chain Monte Carlo when using an unbiased likelihood estimator

Date: 2015

Categories:

Reference

Doucet, A., Pitt, M.K., Deligiannidis, G. and John, R. (2015) ‘Efficient implementation of Markov chain Monte Carlo when using an unbiased likelihood estimator’, Biometrika, 102(2), pp. 295–313.

Full text available at biomet.oxfordjournals.org

Authors

Prof. Arnaud Doucet
Dr. Georgios Deligiannidis

Optimizing average precision using weakly supervised data

Date: 2015

Categories:

Reference

Behl, A., Mohapatra, P., Jawahar, C.V. and Kumar, P.M. (2015) ‘Optimizing average precision using weakly supervised data’, IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(12), pp. 2545–2557.

Full text available at mpawankumar.info

Author

Prof. M. Pawan Kumar

Grouping Entities in a Fleet by Community Detection in a Network of Regression Models

Date: 2015

Categories:

Reference

“Grouping Entities in a Fleet by Community Detection in a Network of Regression Models”, Pankaj Pansari, C. Rajagopalan, and Ramasubramanian Sundararajan. 3rd International Conference on Business Analytics and Intelligence (BAICONF 2015).

No publisher link available

Author

Pankaj Pansari