Imperial College London

Dr James S. Martin

Faculty of Natural SciencesDepartment of Mathematics

Senior Strategic Teaching Fellow in Data Science
 
 
 
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Contact

 

james.martin

 
 
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Location

 

Huxley BuildingSouth Kensington Campus

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Summary

 

Summary

I am a Senior Teaching Fellow in the Statistics Section of the Department of Mathematics. I work primarily as a module leader on the MSc in Machine Learning and Data Science (MLDS), and will also be running some of the UG1 Probability & Statistics (MATH40005) Problem Classes this year.

As well as teaching, I have a number of research interests. Broadly speaking, these include the use of machine learning methods in engineering problems, the use of spatial statistics in ecological applications and the development of likelihood-free approaches to Bayesian inference, in particular using sequential Monte Carlo methods.



Selected Publications

Journal Articles

Martin JS, Jasra A, Singh SS, et al., 2014, Approximate bayesian computation for smoothing, Stochastic Analysis and Applications, Vol:32, ISSN:0736-2994, Pages:397-420

Martin JS, Jasra A, McCoy E, 2013, Inference for a class of partially observed point process models, Annals of the Institute of Statistical Mathematics, Vol:65, ISSN:0020-3157, Pages:413-437

Jasra A, Singh SS, Martin JS, et al., 2012, Filtering via approximate Bayesian computation, Statistics and Computing, Vol:22, ISSN:0960-3174, Pages:1223-1237

More Publications