My research intersts lie in the broad area of statistical machine learning with broader goal to
build methods that combine the strengths of statistics and computation aspiring to answer
scientific questions with impact in real life.
My research interests include topics in
1) Bayesian non parametrics, random graph modelling, spatiotemporal modelling, stochastic processes,
2) Deep generative models in the scope of explainable Machine Learning.
3) Stochastic Processes in the context of language modelling with large language models.
I am co-supervising Marta Aparicio Rodriguez (Imperial College London) on Explainable Machine
Learning with focus on deep generative models, and
Iwona Hawlyruk (Imperial College London) with on her PhD on Bayesian Statistics and Machine
Learning methods applied in Epidemiology.
If you are interested in a PhD at Imperial working with me, feel free to send me an email to discuss this.
x [dot] miscouridou [at] imperial [dot] ac [dot] uk