Simon Preston

According to our database, Simon Preston authored at least 10 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Non-parametric regression for robot learning on manifolds.

Pablo C. López-Custodio, Karthik Bharath, A. Kucukyilmaz, S. P. Preston

CoRR, 2023

2020

Spherical regression models with general covariates and anisotropic errors.

P. J. Paine, S. P. Preston, Michail Tsagris, Andrew T. A. Wood

Stat. Comput., 2020

2019

Invariance and identifiability issues for word embeddings.

Rachel Carrington, Karthik Bharath, Simon Preston

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

An elliptically symmetric angular Gaussian distribution.

P. J. Paine, S. P. Preston, Michail Tsagris, Andrew T. A. Wood

Stat. Comput., 2018

2017

Classification and clustering for samples of event time data using non-homogeneous Poisson process models.

Duncan Barrack, James Goulding, Simon Preston

CoRR, 2017

2016

Improved Classification for Compositional Data Using the α-transformation.

Michail Tsagris, Simon Preston, Andrew T. A. Wood

J. Classif., 2016

Event Series Prediction via Non-Homogeneous Poisson Process Modelling.

James Goulding, Simon Preston, Gavin Smith

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Piecewise Approximate Bayesian Computation: fast inference for discretely observed Markov models using a factorised posterior distribution.

Simon R. White, Theodore Kypraios, S. P. Preston

Stat. Comput., 2015

AMP: a new time-frequency feature extraction method for intermittent time-series data.

Duncan Barrack, James Goulding, Keith Hopcraft, Simon Preston, Gavin Smith

CoRR, 2015

2012

Approximation of transition densities of stochastic differential equations by saddlepoint methods applied to small-time Ito-Taylor sample-path expansions.

S. P. Preston, Andrew T. A. Wood

Stat. Comput., 2012