This research project looks at the impact of catastrophic forgetting and incremental learning in similarity learning.
This research project looks at the intersection of finance and machine learning.
Agent-Based Models (ABMs) as complex adaptive simulations which are able to incorporate real world nuance into their design. This research looks at the surrogate (machine learning) assisted agent based modelling.
Interesting applications arises at the intersection of evolutionary computing and machine learning when we capitalise on the strengths of both of these paradigms simultaneously.
I currently hold the Nedbank Research and Innovation Chair. The Chair is housed at the University of Johannesburg’s Institute for Intelligent systems.