Projects

Building new methods with Bayesian Optimization

Exploring Bayesian Optimization as a tool for exploitation of configurational spaces in Neuroscience

Normative Modelling in Psychiatry

Using Auto-regressive models to identify out-of-distribution brain data to identify disorders

Relevance Vector Machine

A scikit-learn style implementation of Tippings's RVM algorithm.

Brain-Age Problem

Deploying classical ML models for very-high-dimensional data. Top-10 on PAC2019 competition.

Generative Art

I like to take generative models and try to build creative things with it.

Modelling Behaviour

Using neural networks to simulate human performance and interpret the model's trained weights