Research

Research themes

Currently a 1st year PhD student at QUT in the school of mathematical sciences, covering the following themes.

Poisson Point Processes

In probability, statistics and related fields a Poisson point process is a type of random mathematical object that consists of points randomly located on some underlying mathematical space.

Variational Inference

A family of techniques for approximating intractable integrals arising in Bayesian inference and machine learning.

On-line / Sequential methods

Single-pass algorithms for streaming and big data (real time), where new batches of data and models are processed without revisiting past observations.

Academic profiles

ORCID, Google , arXiv