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 nonparametric statistics, variational inference, causal inference, inverse problems and asymptotic statistics.

Publications

Journals

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

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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