Publications (Computational Statistics and Machine Learning) | Department of Statistics

Publications

Gallagher, K. et al. (2005) “Exploiting 3D Spatial Sampling in Inverse Modeling of Thermochronological Data”, Reviews in Mineralogy and Geochemistry, 58(1), pp. 375–387.

Caron, F. et al. (2005) “Multisensor data fusion in the frame of the TBM on reals. Application to land vehicle positioning”, in. Institute of Electrical and Electronics Engineers (IEEE), pp. 1473–1480.

Teh, Y. et al. (2005) “Sharing clusters among related groups: Hierarchical dirichlet processes”, in Advances in Neural Information Processing Systems.

Pintore, A. and Holmes, C. (2005) “A Dimension-reduction Approach for Spectral Tempering Using Empirical Orthogonal Functions”, in Quantitative Geology and Geostatistics. Springer Nature, pp. 1007–1015.

Stephenson, J. et al. (2005) “A Statistical Technique for Modelling Non-stationary Spatial Processes”, in Quantitative Geology and Geostatistics. Springer Nature, pp. 125–134.

Reinert, G., Schbath, S. and Waterman, M. (2005) “Probabilistic and Statistical Properties of Finite Words in Finite Sequences”, in Lothaire, M. (ed.) Applied combinatorics on words. Cambridge Univ Pr, pp. 268–352.

Caron, F., Duflos, E. and Vanheeghe, P. (2005) “Introduction of Contextual Information in a Multisensor EKF for Autonomous Land Vehicle Positioning”, in. Institute of Electrical and Electronics Engineers (IEEE), pp. 592–597.

Goldstein, L. and Reinert, G. (2005) “Distributional Transformations, Orthogonal Polynomials, and Stein Characterizations”, Journal of Theoretical Probability, 18(1), pp. 237–260.

Welling, M., Rosen-Zvi, M. and Teh, Y. (2004) “Approximate inference by Markov chains on union spaces”, Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004, pp. 847–854.

Teh, Y. et al. (2004) “Energy-based models for sparse overcomplete representations”, Journal of Machine Learning Research, 4(7-8), pp. 1235–1260.