What is the Role of Mathematics in Modern Machine Learning? The past decade has witnessed a shift in how progress is made in machine learning. Research involving carefully designed and mathematically principled architectures result in only marginal improvements while compute-intensive and engineering-first efforts that scale to ever larger training sets
Shape, Symmetries, and Structure: The Changing Role of Mathematics in Machine Learning Research
References
This article was originally published at The Gradient. For the full piece, read the original article.
Discussion
Sign in to comment. Your account must be at least 1 day old.