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.

Conjugate gradient Iterative hard Thresholding: Observed noise stability for compressed sensing

Date: 2015

Categories:

Reference

Blanchard, J.D., Tanner, J. and Wei, K. (2015) ‘Conjugate gradient Iterative hard Thresholding: Observed noise stability for compressed sensing’, IEEE Transactions on Signal Processing, 63(2), pp. 528–537. doi: 10.1109/tsp.2014.2379665.

Full text available at ieeexplore.ieee.org

Author

Prof. Jared Tanner

Dimension-independent MCMC sampling for inverse problems with Non-Gaussian Priors

Date: 2015

Categories:

Reference

Vollmer, S.J. (2015) ‘Dimension-independent MCMC sampling for inverse problems with Non-Gaussian Priors’, SIAM/ASA Journal on Uncertainty Quantification, 3(1), pp. 535–561. doi: 10.1137/130929904.

Full text available at epubs.siam.org

Author

Dr. Sebastian Vollmer

Predicting elections from online information flows: towards theoretically informed models

Date: 2015

Categories:

Reference

Yasseri, T. and Bright, J. (2015) Predicting elections from online information flows: towards theoretically informed models. Submitted.

Full text available at arxiv.org

Author

Dr. Taha Yasseri

Knowledge Machines: Digital Transformations of the Sciences and Humanities

Date: 2015

Categories:

Reference

Meyer, E.T. and Schroeder, R. (2015) Knowledge Machines: Digital Transformations of the Sciences and Humanities. Cambridge, MA: The MIT Press.

Full text available at mitpress.mit.edu

Author

Prof. Eric T. Meyer

Computing convex coverage sets for faster multi-objective coordination

Date: 2015

Categories:

Reference

Roijers, D.M., Whiteson, S. and Oliehoek, F.A. (2015) ‘Computing convex coverage sets for faster multi-objective coordination’,Journal of Artificial Intelligence Research, 52, pp. 399–443. doi: 10.1007/978-3-642-41575-3_24.

Full text available at www.jair.org

Author

Prof. Shimon Whiteson

The Internet and tourism in Rwanda

Date: 2015

Categories:

Reference

Foster, C. and Graham, M. (2015) ‘The Internet and tourism in Rwanda’, Value Chains and Networks of Connectivity-Based Enterprises in Rwanda.

Full text available at www.google.co.uk

Author

Prof. Mark Graham

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