Summary
I am currently an Assistant Professor (lecturer) at the Department of Mathematics at Imperial College London and the Imperial-X initiative.
My group focuses on the design of computational models to improve information processing in artificial intelligent systems. For this we look closely at advances in neuroscience and biology and use tools from applied probability, signal processing, statistical mechanics and mathematical modeling. Applications of interest include healthcare (e.g. biomarkers for Parkinson disease), neuroscience (e.g. brain connectivity analysis), and privacy (e.g. ensuring neural networks do not leak sensitive information about their train data).
For more information please see my personal webpage: https://abrvkh.github.io and do get in touch if you're interested to collaborate.
Publications
Journals
Liu S, Borovykh A, Grzelak LA, et al. , 2019, A neural network-based framework for financial model calibration, Journal of Mathematics in Industry, Vol:9, ISSN:2190-5983