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.

Evaluating the Paper-to-Screen Translation of Participant-Aided Sociograms with High-Risk Participants

Date: 2016

Categories:

Reference

Hogan, B., Melville, J., Phillips II, G., Janulis, P., Contractor, N., Mustanski, B., & Birkett, M. (2016) ‘Evaluating the Paper-to-Screen Translation of Participant-Aided Sociograms with High-Risk Participants’, 2016 Conference on Human Factors in Computing.

Full text available at dl.acm.org

Author

Dr. Bernie Hogan

DR-ABC: Approximate Bayesian computation with kernel-based distribution regression

Date: 2016

Categories:

Reference

Mitrovic, J., Sejdinovic, D. and Teh, Y.W. (2016) ‘DR-ABC: Approximate Bayesian computation with kernel-based distribution regression’, International Conference on Machine Learning (ICML).

Full text available at arxiv.org

Authors

Prof. Dino Sejdinovic
Prof. Yee Whye Teh

First-Generation Students and College: The Role of Facebook Networks as Information Sources

Date: 2016

Categories:

Reference

Jeon, G. Y., Ellison, N. B., Hogan, B., & Greenhow, C. (2016) ‘First-Generation Students and College: The Role of Facebook Networks as Information Sources’, 2016 ACM Conference on Computer-Supported Cooperative Work and Social Computing.

Full text available at dl.acm.org

Author

Dr. Bernie Hogan

Learning Linear Regression Models over Factorized Joins

Date: 2016

Categories:

Reference

Schleich, M., Olteanu, D. and Ciucanu, R. (2016) ‘Learning Linear Regression Models over Factorized Joins’, ACM SIGMOD.

Full text available at dl.acm.org

Author

Prof. Dan Olteanu

Generalized Pólya urn for time-varying Pitman-Yor processes

Date: 2016

Categories:

Reference

Caron, F., Neiswanger, W., Wood, F., Doucet, A. and Davy, M. (2016) ‘Generalized Pólya urn for time-varying Pitman-Yor processes’,Journal of Machine Learning Research.

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

Author

Prof. Frank Wood

Inference networks for Sequential Monte Carlo in graphical models

Date: 2016

Categories:

Reference

Paige, B. and Wood, F. (2016) ‘Inference networks for Sequential Monte Carlo in graphical models’.

Full text available at arxiv.org

Author

Prof. Frank Wood

A roadmap for the computation of persistent homology

Date: 2016

Categories:

Reference

Otter, N., Tillmann, U., Grindrod, P., Harrington, H.A. and Porter, M.A. (2016) ‘A roadmap for the computation of persistent homology’.

Full text available at arxiv.org

Authors

Prof. Ulrike Tillmann
Nina Otter

Low rank matrix completion by alternating steepest descent methods

Date: 2016

Categories:

Reference

Tanner, J. and Wei, K. (2016) ‘Low rank matrix completion by alternating steepest descent methods’, Applied and Computational Harmonic Analysis, 40(2), pp. 417–429. doi: 10.1016/j.acha.2015.08.003.

Full text available at www.sciencedirect.com

Author

Dr. Mariarosaria Taddeo

Understanding editing behaviors in multilingual Wikipedia

Date: 2016

Categories:

Reference

Kim, S., Park, S., Hale, S.A., Byun, J. and Oh, A.H. (2016) ‘Understanding editing behaviors in multilingual Wikipedia’,PLOS ONE, 11(5). doi: 10.1371/journal.pone.0155305.

Full text available at journals.plos.org

Author

Dr. Scott A. Hale

Parameter estimation and energy Minimization for region-based semantic segmentation

Date: 2015

Categories:

Reference

Kumar, P.M., Turki, H., Preston, D. and Koller, D. (2015) ‘Parameter estimation and energy Minimization for region-based semantic segmentation’, IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(7), pp. 1373–1386.

Full text available at hal.inria.fr

Author

Prof. M. Pawan Kumar