Imperial College London

DrKolyanRay

Faculty of Natural SciencesDepartment of Mathematics

Senior Lecturer in Statistics
 
 
 
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Contact

 

kolyan.ray

 
 
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Location

 

Huxley BuildingSouth Kensington Campus

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Summary

 

Summary

My research interests include Bayesian nonparametrics, variational inference, causal inference, inverse problems and asymptotic statistics.

For further details on my research, please see my website.

Publications

Journals

Giordano M, Ray K, 2022, Nonparametric Bayesian inference for reversible multi-dimensional diffusions, Annals of Statistics, ISSN:0090-5364

Komodromos M, Aboagye EO, Evangelou M, et al., 2022, Variational Bayes for high-dimensional proportional hazards models with applications within gene expression, Bioinformatics, ISSN:1367-4803

Komodromos M, Aboagye EO, Evangelou M, et al., 2022, Variational Bayes for high-dimensional proportional hazards models with applications within gene expression, Bioinformatics, ISSN:1367-4803

Ray K, van der Vaart A, 2021, On the Bernstein-von Mises theorem for the Dirichlet process, Electronic Journal of Statistics, Vol:15, ISSN:1935-7524, Pages:2224-2246

Ray K, Szabó B, 2020, Variational Bayes for high-dimensional linear regression with sparse priors, Journal of the American Statistical Association, ISSN:0162-1459, Pages:1-31

More Publications