Publications (Computational Statistics and Machine Learning) | Department of Statistics - University of Oxford

Publications

Holmes, S. and Reinert, G. (2004) “Stein’s method for the bootstrap”, in Diaconis, P. and Holmes, S. (eds.) Stein’s method. IMS, pp. 95–133.

Welling, M. and Teh, Y. (2004) “Linear Response Algorithms for Approximate Inference in Graphical Models”, Neural Computation, 16(1), pp. 197–221.

Huber, M. and Reinert, G. (2004) “The stationary distribution in the antivoter model: exact sampling and approximations”, in Stein’s Method. Institute of Mathematical Statistics, pp. 75–92.

Holmes, S. and Reinert, G. (2004) “Stein’s method for the bootstrap”, in Stein’s Method. Institute of Mathematical Statistics, pp. 93–132.

Berg, T. et al. (2004) “Names and Faces in the News”, pp. 848–854.

Stein, C. et al. (2004) “Use of exchangeable pairs in the analysis of simulations”, in Stein’s Method. Institute of Mathematical Statistics, pp. 1–25.

Holmes, C. and Mallick, B. (2003) “Generalized Nonlinear Modeling With Multivariate Free-Knot Regression Splines”, Journal of the American Statistical Association, 98(462), pp. 352–368.

Holmes, C. and Adams, N. (2003) “Likelihood inference in nearest‐neighbour classification models”, Biometrika, 90(1), pp. 99–112.

Holmes, C. and Heard, N. (2003) “Generalized monotonic regression using random change points”, Statistics in Medicine, 22(4), pp. 623–638.

Welling, M. and Teh, Y. (2003) “Approximate inference in Boltzmann machines”, Artificial Intelligence, 143(1), pp. 19–50.