170 citations · 909 across the 66 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020
Overparameterization and generalization error: weighted trigonometric interpolation
Yuege Xie, Hung-Hsu Chou, Holger Rauhut +1
Motivated by surprisingly good generalization properties of learned deep neural networks in overparameterized scenarios and by the related double descent phenomenon, this paper ana…
math.PR2020★ 13 cited
Matrix Concentration for Products
De Huang, Jonathan Niles-Weed, Joel A. Tropp +1
This paper develops nonasymptotic growth and concentration bounds for a product of independent random matrices. These results sharpen and generalize recent work of Henriksen-Ward,…