Variational inference for Gaussian process modulated Poisson processes C Lloyd, T Gunter, M Osborne, S Roberts International Conference on Machine Learning, 1814-1822, 2015 | 106 | 2015 |
Sampling for inference in probabilistic models with fast Bayesian quadrature T Gunter, MA Osborne, R Garnett, P Hennig, SJ Roberts Advances in neural information processing systems 27, 2014 | 87 | 2014 |
Efficient Bayesian nonparametric modelling of structured point processes T Gunter, C Lloyd, MA Osborne, SJ Roberts arXiv preprint arXiv:1407.6949, 2014 | 34 | 2014 |
Blitzkriging: Kronecker-structured stochastic Gaussian processes T Nickson, T Gunter, C Lloyd, MA Osborne, S Roberts arXiv preprint arXiv:1510.07965, 2015 | 18 | 2015 |
Latent point process allocation C Lloyd, T Gunter, M Osborne, S Roberts, T Nickson Artificial Intelligence and Statistics, 389-397, 2016 | 17 | 2016 |
Unknowable manipulators: Social network curator algorithms S Albanie, H Shakespeare, T Gunter arXiv preprint arXiv:1701.04895, 2017 | 8 | 2017 |
Towards efficient Bayesian inference: Cox processes and probabilistic integration T Gunter University of Oxford, 2017 | | 2017 |