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 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.

Holmes, C. and Denison, D. (2003) “Classification with Bayesian MARS”, Machine Learning, 50(1-2), pp. 159–173.

Teh, Y. and Roweis, S. (2003) “Automatic alignment of local representations”, in Advances in Neural Information Processing Systems.

Holmes, C., Denison, D. and Mallick, B. (2002) “Accounting for Model Uncertainty in Seemingly Unrelated Regressions”, Journal of Computational and Graphical Statistics, 11(3), pp. 533–551.