- Gomersall, P., Turner, R.E., Baguley, D.M., Deeks, J.M., Gockel, H.E., and Carlyon, R. P. (2016). Perception of stochastic envelopes by normal-hearing and cochlear-implant listeners Hearing Research 333, 8-24

- M. Afzal, H. Y. Mussa, R. E. Turner, A. Bender, R. C. Glen. (2015) A Multi-label Approach to Target Prediction Taking Ligand Promiscuity into Account, Journal of Cheminformatics, 7(24) 1-14.

- Turner, R. E. and Sahani, M. (2014). Time-frequency analysis as probabilistic inference IEEE Transactions on Signal Processing. Supplementary material available here.

- M. Henniges, R. E. Turner, M. Sahani, J. Eggert, and J. Lucke. (2014) Efficient Occlusive Components, Journal of Machine Learning Research, 15(Aug): 2689−2722.

- V. Leong, M. A. Stone, R. E. Turner, and U. Goswami. (2014) A role for amplitude modulation phase relationships in speech rhythm perception, Journal of the Acoustical Society of America, 136 (1), 366-381.

- H. Christensen, R. E. Turner, S. Hill and S. Godsill. (2013) Rebuilding The Limit Order Book: Sequential Bayesian Inference on Hidden States, Quantitative Finance, 13 (11), 1779-1799.

- Turner, R. E. and Sahani, M. (2011). Demodulation as Probabilistic Inference Transactions on Audio, Speech and Language Processing 19(8), 2398--2411. There is an associated webpage with code and a listing of other related publications here.

- Turner, R. E., Walters, T.C., and Patterson, R.D. (2009) Inferring speaker size from speech formant data: A theoretical basis for vocal-tract length estimation, J. Acoust. Soc. Am. 125(4)

- K. Choromanski, M. Rowland, T. Sarlos, V. Sindhwani, R.E. Turner, A. Weller. (2018) The Geometry of Random Features International Conference on Artificial Intelligence and Statistics (AISTATS 2018)

- Jaques, N., Gu, S., Bahdanau D., Hernndez-Lobato J.M., Turner, R.E., Eck, D. (2017) Sequence Tutor: Conservative fine-tuning of sequence generation models with KL-control ICML 2017

- Tripuraneni, N., Rowland, M. Ghahramani, Z., and Turner, R. E. (2017). Magnetic Hamiltonian Monte Carlo ICML 2017

- Gu, S., Lillicrap, T., Ghahramani, Z., Turner, R.E., and Levine, S. (2017). Q-Prop: Sample-Efficient Policy Gradient with an Off-Policy Critic accepted for oral presentation at ICLR

- Navarro, A.K.W., Frellsen, J., and Turner, R.E. (2017). The Multivariate Generalised von Mises: Inference and applications accepted for oral presentation at AAAI2017

- Tobar, F., Bui, T. and Turner, R.E. (2015). Design of Covariance Functions using Inter-Domain Inducing Variables. Workshop on Time Series, NIPS 2015 Best paper prize winner.

- Li, Y., Hernandez-Lobato, J.M., and Turner, R.E. (2015). Stochastic Expectation Propagation. Advances in Neural Information Processing Systems (27), MIT Press. Awarded spotlight presentation.

- Tobar, F., Bui, T. and Turner, R.E. (2015). Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels. Advances in Neural Information Processing Systems (27), MIT Press. Awarded spotlight presentation.

- Bui, T., and Turner, R.E. (2014). Tree-structured Gaussian Process Approximations. Advances in Neural Information Processing Systems (26), MIT Press. Awarded spotlight presentation.

- Turner, R.E., and Sahani, M. (2012). Probabilistic amplitude and frequency demodulation. Advances in Neural Information Processing Systems (24), MIT Press. Awarded spotlight presentation.

- Turner, R.E., and Sahani, M. (2007) Probabilistic Amplitude Demodulation, Proceedings of the International Conference on Independent Components Analysis 2007 talk. Awarded best student paper.

- Turner, R. E., Statistical Models for Natural Sounds, UCL PhD? thesis. There are also a number of related audio demonstrations.

- Turner, R.E. and Sahani, M. (2010) Two problems with variational Expectation Maximisation for time-series models. In: Inference and Learning in Dynamic Models. Eds D. Barber, T. Cemgil and S. Chiappa, Cambridge University Press.
- Turner, R.E., Al-Hames, M.A, Smith, D.R.R., Kawahara, H., Irino, T. and Patterson, R.D. (2006) Vowel normalisation: Time-domain processing of the internal dynamics of speech. In: Dynamics of Speech Production and Perception. Eds P. Divenyi, S. Greenberg and G. Meyer, IOS Press, 153-170.

- Turner, R. E., Berkes, P., and Sahani, M. (2008) Two problems with variational Expectation Maximisation for time-series models , Presented at the Newton Institute, Cambridge, in the workshop on Inference and Estimation in Probabilistic Time-Series Models (Associated technical report with lots more examples). A video of the talk is available here.
- Turner, R.E., and Sahani, M. (2007) Modeling sounds with modulation cascade processes, Models of Sound and Music Cognition , (NIPS Workshop) talk.
- Turner, R.E., and Sahani, M. (2006) Modeling Natural Sounds with Gaussian Modulation Cascade Processes Advances in Models for Acoustic Processing, (NIPS Workshop) talk.

Copyright © by the contributing authors. All material on this collaboration platform is the property of the contributing authors.

Ideas, requests, problems regarding Foswiki? Send feedback. Privacy policy

Ideas, requests, problems regarding Foswiki? Send feedback. Privacy policy