33 citations · 33 across the 2 of their papers we have counts for
2 papers
cs.LG2015
A Batchwise Monotone Algorithm for Dictionary Learning
Huan Wang, John Wright, Daniel Spielman
We propose a batchwise monotone algorithm for dictionary learning. Unlike the state-of-the-art dictionary learning algorithms which impose sparsity constraints on a sample-by-sampl…
cs.IT2011★ 33 cited
On the Local Correctness of L^1 Minimization for Dictionary Learning
Quan Geng, Huan Wang, John Wright
The idea that many important classes of signals can be well-represented by linear combinations of a small set of atoms selected from a given dictionary has had dramatic impact on t…