1 citations · 1 across the 1 of their papers we have counts for
2 papers
math.ST2026★ 1 cited
Benign overfitting beyond prediction: The ordinary least squares interpolator
Dennis Shen, Dogyoon Song, Peng Ding +1
Recent advances in deep learning have highlighted the phenomenon of benign overfitting in overparameterized statistical models, sparking significant interest in understanding its f…
math.ST2024
Algebraic and Statistical Properties of the Partially Regularized Ordinary Least Squares Interpolator
Letian Yang, Dennis Shen
Modern deep learning has revealed a surprising statistical phenomenon known as benign overfitting, with high-dimensional linear regression being a prominent example. This paper con…