P Mayer, P Sollich.
Observable dependent quasi-equilibrium in slow dynamics.
Physical Review E, 71:046113, 2005.
Abstract and full paper
P Sollich and C K I Williams.
Using the equivalent kernel to understand Gaussian process regression.
In L K Saul, Y Weiss and L Bottou, editors,
Advances in Neural Information Processing Systems 17,
pages 1313-1320, Cambridge, MA, 2005. MIT Press.
Abstract and full paper
C B Holmes, M Fuchs, M E Cates and P Sollich.
Glass transitions and shear thickening suspension rheology.
Journal of Rheology, 49:237-269, 2005.
Abstract and full paper
M Fasolo and P Sollich.
Effects of colloid polydispersity on the phase behaviour of colloid-polymer
mixtures.
Journal of Chemical Physics, 122:074904, 2005.
Abstract and full paper
M Fasolo and P Sollich.
Effects of polymer polydispersity on the phase behaviour of colloid-polymer
mixtures.
Journal of Physics: Condensed Matter, 17(6):797-812, 2005.
Abstract and full paper
P Sollich.
Nematic-nematic demixing in polydisperse thermotropic liquid crystals.
Journal of Chemical Physics, 122:214911, 2005.
Abstract and full paper
A C C Coolen, R Kühn and P Sollich. Theory of
Neural Information Processing. Oxford University Press, 2005.
Abstract and full paper
P Sollich and C K I Williams.
Understanding Gaussian process regression using the equivalent kernel.
In J Winkler, N Lawrence and M Niranjan, editors, Deterministic
and Statistical Methods in Machine Learning, Lecture Notes in
Artificial Intelligence 3635,
pages 199-210, Berlin, 2005. Springer.
Abstract and full paper
P Sollich.
Can Gaussian process regression be made robust against model mismatch?
In J Winkler, N Lawrence and M Niranjan, editors, Deterministic
and Statistical Methods in Machine Learning, Lecture Notes in
Artificial Intelligence 3635,
pages 211-228, Berlin, 2005. Springer.
Abstract and full paper
C Gold and P Sollich.
Fast Bayesian Support Vector Machine parameter tuning with the Nystrom
method.
In International Joint Conference on Neural
Networks (IJCNN) 2005, vols. 1-5, pages 2820-2825, New York, 2005. IEEE.
Abstract and full paper
P Mayer, P Sollich, L Berthier, J P Garrahan.
Dynamic heterogeneity in the Glauber-Ising chain.
Journal of Statistical Mechanics: Theory and Experiment, P05002, 2005.
Abstract and full paper
C Gold, A Holub and P Sollich.
Bayesian approach to feature selection and parameter tuning for
Support Vector Machine classifiers.
Neural Networks, 18(5-6), 693-701, 2005.
Abstract and full paper
N B Wilding, P Sollich and M Fasolo.
Finite-size scaling and particle-size cutoff effects in
phase-separating polydisperse fluids. Physical Review Letters,
95:155701, 2005.
Abstract and full paper
N B Wilding and P Sollich.
Liquid-vapour phase behaviour of a polydisperse Lennard-Jones fluid.
Journal of Physics: Condensed Matter, 17(45):S3245-S3252, 2005.
Abstract and full paper
A Garriga, P Sollich, I Pagonabarraga and F Ritort.
Universality of fluctuation-dissipation ratios: the ferromagnetic
model. Physical Review E, 72:056114, 2005.
Abstract and full paper
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