Imperial College London

DrKolyanRay

Faculty of Natural SciencesDepartment of Mathematics

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

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

Ray K, van der Vaart A, 2020, Semiparametric Bayesian causal inference, Annals of Statistics, Vol:48, ISSN:0090-5364, Pages:2999-3020

Nickl R, Ray K, 2020, Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions, Annals of Statistics, Vol:48, ISSN:0090-5364, Pages:1383-1408

Conference

Ray K, Szabo B, Clara G, Spike and slab variational Bayes for high dimensional logistic regression, 34th Conference on Neural Information Processing Systems

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