@misc {pub5748,
	title = {Automated Machine Learning},
	author = {Steffen Limmer},
	year = {2024},
	month = {July},
	abstract = {The manual development of well performing machine learning pipelines is a time-consuming task, which requires a substantial amount of human expertise. The automation of this task, also known as automated machine learning (AutoML), is gaining increasing attention in academia as well as industry. This talk gives a practical introduction to AutoML and to TPOT, one of the most popular AutoML tools. Furthermore, an overview to AutoML related activities of the Honda Research Institute Europe is provided.
},
	publisher = {ACM},
	booktitle = {GECCO 2024, Evolutionary Computation in Practice}
}