24 complex-network uni jobs at Monash University

Creating subject-specific mathematical models to understand the brain

Monash University | Melbourne, Victoria | Australia | 5 days ago

The brain is a complex machine and brain function remains yet to be fully understood. This project works at the intersection of dynamical modelling, statistical signal processing, statistical

Does deep learning over-fit - and, if so, how does it work?

Monash University | Melbourne, Victoria | Australia | 5 days ago

Methods of balancing model complexity with goodness of fit include Akaike's information criterion (AIC), Schwarz's Bayesian information criterion (BIC), minimum description length (MDL) and minimum

Machine learning analysis of gravitational waves

Monash University | Melbourne, Victoria | Australia | 5 days ago

based on matched-filter statistics. Detecting the unknown relies on the development of complex algorithms at the forefront of statistics, machine learning, and data science. This multi-disciplinary

Re-visiting hypothesis testing

Monash University | Melbourne, Victoria | Australia | 5 days ago

/bxm117 D. L. Dowe (2011a), "MML, hybrid Bayesian network graphical models, statistical consistency, invariance and uniqueness", Handbook of the Philosophy of Science - (HPS Volume 7) Philosophy