A Farewell to the Bias-Variance Tradeoff? An Overview of the Theory of Overparameterized Machine Learning
An overview of the theory of overparameterized ML is provided by focusing on explaining the most foundational findings through a statistical signal processing perspective and emphasizing the unique aspects that define the TOPML research area as a subfield of modern ML theory and outline interesting open frontiers that...
Yehuda Dar, Vidya K. Muthukumar, Richard Baraniuk
· arXiv.org · 83 citations
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