Machine Learning: From Priors to Automation
This article discusses five major prior assumptions and how to overcome these limitations to further enhance the effectiveness of machine learning. Based on this, we propose the concept of machine learning automation and the SLeM framework. SLeM provides a formalized, modeled, and scientific research framework and approach for machine learning automation. Existing applications indicate that … Read more