5 citations · 6 across the 2 of their papers we have counts for
3 papers
cs.LG2020★ 1 cited
Efficient Consensus Model based on Proximal Gradient Method applied to Convolutional Sparse Problems
Gustavo Silva, Paul Rodriguez
Convolutional sparse representation (CSR), shift-invariant model for inverse problems, has gained much attention in the fields of signal/image processing, machine learning and comp…
math.OC2018
Efficient Projection onto the Mixed-Norm Ball using a Newton root search method
Gustavo Chau, Brendt Wohlberg, Paul Rodriguez
Mixed norms that promote structured sparsity have numerous applications in signal processing and machine learning problems. In this work, we present a new algorithm, based on a New…
cs.CV2017★ 5 cited
Convolutional Sparse Coding: Boundary Handling Revisited
Brendt Wohlberg, Paul Rodriguez
Two different approaches have recently been proposed for boundary handling in convolutional sparse representations, avoiding potential boundary artifacts arising from the circular…