Reconstruction of jointly sparse vectors via manifold optimization. - Armenak Petrosyan; Hoang Tran; Clayton G. Webster (CoRR, 2018)

Greedy Shallow Networks: A New Approach for Constructing and Training Neural Networks. - Anton Dereventsov; Armenak Petrosyan; Clayton G. Webster (CoRR, 2019)

A Weighted 𝓁1-Minimization Approach For Wavelet Reconstruction of Signals and Images. - Joseph Daws Jr.; Armenak Petrosyan; Hoang Tran; Clayton G. Webster (CoRR, 2019)

Neural network integral representations with the ReLU activation function. - Armenak Petrosyan; Anton Dereventsov; Clayton G. Webster (MSML, 2020)

Nonconvex penalization for sparse neural networks. - Konstantin Pieper; Armenak Petrosyan (CoRR, 2020)

Orthogonally weighted 𝓁2, 1 regularization for rank-aware joint sparse recovery: algorithm and analysis. - Armenak Petrosyan; Konstantin Pieper; Hoang Tran (CoRR, 2023)

Reconstructing Graph Signals from Noisy Dynamical Samples. - Akram Aldroubi; Victor Bailey; Ilya A. Krishtal; Brendan Miller; Armenak Petrosyan (CoRR, 2024)