+44 1865 270508
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
The main focus of my research is on Theories of Deep Learning with the aim of applying them to the automatisation of the appraisal of real-estates with RE5Q.
Initially, I focused on the application of traditional derivative-free optimisation algorithms to generate adversarial examples for deep nets. This lead to a comprehensive review of how different optimisation techniques compare in this task.
Currently, I am focusing on the use of Information Theory to develop initialisations of neural networks that allow an optimal transmission of information through the layers.
InFoMM CDT DPhil Student (Cohort 4)
- C.6.5 Theories of Deep Learning (MT20)
- B.5.6 Nonlinear Systems (HT20)
- C.6.5 Theories of Deep Learning (MT19)
Teaching Assistant for: