Armenak Petrosyan

Nonconvex penalization for sparse neural networks pdf

Konstantin Pieper, Armenak Petrosyan, K. Pieper, 2020, ArXiv.

A Weighted $\ell_1$-Minimization Approach For Wavelet Reconstruction of Signals and Images pdf

Hoang Tran, Clayton G. Webster, Joseph Daws, 2019, 1909.07270.

An Operator theoretic approach to the convergence of rearranged Fourier series

Keaton Hamm, Ben Hayes, Armenak Petrosyan, 2018, Journal d'Analyse Mathématique.

Neural network integral representations with the ReLU activation function

C. Webster, A. Dereventsov, A. Petrosyan, 2019, MSML.

Greedy Shallow Networks: A New Approach for Constructing and Training Neural Networks pdf

Anton Dereventsov, Clayton Webster, Armenak Petrosyan, 2019, ArXiv.

Reconstruction of jointly sparse vectors via manifold optimization pdf

Hoang Tran, Clayton G. Webster, Armenak Petrosyan, 2018, Applied Numerical Mathematics.