AutoGluon
AutoGluon is an open-source AutoML toolkit from AWS that automates ML for tabular, image, and text data. During my AWS Berlin internship I was a core developer of the Gaussian process-based multi-fidelity searcher module — described in Klein et al. and later forming the basis of SyneTune.
AutoML
Neural Architecture Search
Hyperparameter Optimization
Bayesian Optimization
Open Source
Deep Learning
Authors
Research Scientist
My name is Louis Tiao, and I graduated from one of Australia’s
top engineering schools with really good grades.
Now, I’m using my knowledge to help up-and-coming tech companies
make it in this competitive world.