Peter L. Bartlett, David P. Helmbold, Philip M. Long. Gradient Descent with Identity Initialization Efficiently Learns Positive-Definite Linear Transformations by Deep Residual Networks. Neural Computation, 31(3), 2019. [doi]
@article{BartlettHL19,
title = {Gradient Descent with Identity Initialization Efficiently Learns Positive-Definite Linear Transformations by Deep Residual Networks},
author = {Peter L. Bartlett and David P. Helmbold and Philip M. Long},
year = {2019},
doi = {10.1162/neco_a_01164},
url = {https://doi.org/10.1162/neco_a_01164},
researchr = {https://researchr.org/publication/BartlettHL19},
cites = {0},
citedby = {0},
journal = {Neural Computation},
volume = {31},
number = {3},
}