B. Ghorbani

most citedLimitations of Lazy Training of Two-layers Neural Networks

11 citations · 11 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2019★ 11 cited

Limitations of Lazy Training of Two-layers Neural Networks

Behrooz Ghorbani, Song Mei, Theodor Misiakiewicz +1

We study the supervised learning problem under either of the following two models: (1) Feature vectors $x_{i}$ are $d$ -dimensional Gaussians and responses are $y_i = f_…

cs.IT2015

Sparse regression with highly correlated predictors

Behrooz Ghorbani, Ozgur Yilmaz

We consider a linear regression $y = X β + u$ where $X \in R^{n \times p}$ , $p ≫ n,$ and $β$ is $s$ -sparse. Motivated by examples in financial and economic data, we cons…