Home > Research > Browse

Results for Gaussian process

Publications & Outputs

  1. Evolutionary design of strong and stable high entropy alloys using multi-objective optimisation based on physical models, statistics and thermodynamics

    Menou, E., Toda-Caraballo, I., Rivera-Díaz-del-Castillo, P. E. J., Pineau, C., Bertrand, E., Ramstein, G. & Tancret, F., 5/04/2018, In : Materials and Design. 143, p. 185-195 11 p.

    Research output: Contribution to journalJournal article

  2. Modeling of spatio-temporal variation in plague incidence in Madagascar from 1980 to 2007

    Giorgi, E., Kreppel, K., Diggle, P. J., Caminade, C., Ratsitorahina, M., Rajerison, M. & Baylis, M., 11/2016, In : Spatial and Spatio-temporal Epidemiology. 19, p. 125-135 11 p.

    Research output: Contribution to journalJournal article

  3. Statistics of extreme ocean environments: Non-stationary inference for directionality and other covariate effects

    Jones, M., Randell, D., Ewans, K. & Jonathan, P., 1/06/2016, In : Ocean Engineering. 119, p. 30-46 17 p.

    Research output: Contribution to journalJournal article

  4. Gaussian processes as an alternative to polynomial gaze estimation functions

    Sesma-Sanchez, L., Zhang, Y., Bulling, A. & Gellersen, H-W. G., 14/03/2016, ETRA '16 Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications. New York: ACM, p. 229-232 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  5. Efficient learning of image super-resolution and compression artifact removal with semi-local Gaussian processes

    Kwon, Y., Kim, K. I., Tompkin, J., Kim, J. H. & Theobalt, C., 1/09/2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 9, p. 1792-1805 14 p.

    Research output: Contribution to journalJournal article

  6. A Bayesian Framework for Quantifying Uncertainty in Stochastic Simulation

    Xie, W., Nelson, B. L. & Barton, R., 1/12/2014, In : Operations Research. 62, 6, p. 1439-1452 15 p.

    Research output: Contribution to journalJournal article