Imperial College London

DrOmer DenizAkyildiz

Faculty of Natural SciencesDepartment of Mathematics

Lecturer in Statistics
 
 
 
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Contact

 

deniz.akyildiz Website

 
 
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Location

 

Huxley BuildingSouth Kensington Campus

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Summary

 

Summary

I work at the intersection of computational statistics, machine learning, and generative modelling. A proper summary can be found on my webpage.

Publications

Journals

Zhang Y, Akyildiz ÖD, Damoulas T, et al., 2023, Nonasymptotic Estimates for Stochastic Gradient Langevin Dynamics Under Local Conditions in Nonconvex Optimization, Applied Mathematics & Optimization, Vol:87, ISSN:0095-4616

Akyildiz ÖD, Crisan D, Míguez J, 2020, Parallel sequential Monte Carlo for stochastic gradient-free nonconvex optimization, Statistics and Computing, Vol:30, ISSN:0960-3174, Pages:1645-1663

Akyildiz ÖD, Míguez J, 2020, Nudging the particle filter, Statistics and Computing, Vol:30, ISSN:0960-3174, Pages:305-330

More Publications