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.

Rediscovery of Good-Turing estimators via Bayesian nonparametrics

Date: 2015

Categories:

Reference

Favaro, S., Nipoti, B. and Teh, Y.W. (2015) ‘Rediscovery of Good-Turing estimators via Bayesian nonparametrics’, Biometrics, 72(1), pp. 136–145. doi: 10.1111/biom.12366.

Full text available at arxiv.org

Author

Prof. Yee Whye Teh

Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential Families

Date: 2015

Categories:

Reference

H. Strathmann, D. Sejdinovic, S. Livingstone, Z. Szabo, and A. Gretton, Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential Families, in Advances in Neural Information Processing Systems (NIPS), vol. 28, 2015, pp. 955–963.

Full text available at papers.nips.cc

Author

Prof. Dino Sejdinovic

Understanding human-machine networks: A cross-disciplinary survey

Date: 2015

Categories:

Reference

Tsvetkova, M., Yasseri, T., Meyer, E.T., Pickering, J.B., Engen, V., Walland, P., Lüders, M., Følstad, A. and Bravos, G. (2015) ‘Understanding human-machine networks: A cross-disciplinary survey’.

Full text available at arxiv.org

Authors

Prof. Eric T. Meyer
Dr. Taha Yasseri

Exploiting Submodular value functions for faster dynamic sensor selection

Date: 2015

Categories:

Reference

Satsangi, Y., Whiteson, S. and Oliehoek, F.A. (2015) ‘Exploiting Submodular value functions for faster dynamic sensor selection’,Twenty−Ninth AAAI Conference on Artificial Intelligence, , pp. 3356–3363.

Full text available at www.cs.ox.ac.uk

Author

Prof. Shimon Whiteson

Learning with a drifting target concept

Date: 2015

Categories:

Reference

Hanneke, S., Kanade, V. and Yang, L. (2015) ‘Learning with a drifting target concept’, 26th Annual International Conference on Algorithmic Learning Theory (ALT 2015), pp. 149–164. doi: 10.1007/978-3-319-24486-0_10.

Full text available at arxiv.org

Author

Dr. Varun Kanade

Connectivity and the Tea Sector in Rwanda

Date: 2015

Categories:

Reference

Foster, C., and Graham, M. (2015) ‘Connectivity and the Tea Sector in Rwanda’, Value Chains and Networks of Connectivity-Based Enterprises in Rwanda.

Full text available at cii.oii.ox.ac.uk

Author

Prof. Mark Graham

The expert and the machine: Competition or convergence?

Date: 2015

Categories:

Reference

Meyer, E.T. (2015) ‘The expert and the machine: Competition or convergence?’, Convergence: The International Journal of Research into New Media Technologies, 21(3), pp. 306–313. doi: 10.1177/1354856515579840.

Full text available at www.researchgate.net

Author

Prof. Eric T. Meyer

The Internet and Business Process Outsourcing in East Africa

Date: 2015

Categories:

Reference

Mann, L., M., and Friederici, N. (2015) ‘The Internet and Business Process Outsourcing in East Africa’, Value Chains and Networks of Connectivity-Based Enterprises in Rwanda.

Full text available at cii.oii.ox.ac.uk

Author

Prof. Mark Graham

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