Writing rough notes allows me share more content, since polishing takes lots of time. While I hope it's useful, it's likely lower quality and less carefully considered than my usual articles.
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I do not plan to write more of my deep learning articles on this site. Instead, I will be co-editor of Distill , a visual, interactive journal for machine learning research emphasizing human understanding. I believe this will allow me to better serve the community.
Deep learning, despite its remarkable successes, is a young field. While models called artificial neural networks have been studied for decades, much of that work seems only tenuously connected to modern results.