82 citations · 281 across the 31 of their papers we have counts for
Showing 2011Show all
2 papers · 1 filter
cs.LG2011★ 11 cited
Learning in embodied action-perception loops through exploration
Daniel Y. Little, Friedrich T. Sommer
Although exploratory behaviors are ubiquitous in the animal kingdom, their computational underpinnings are still largely unknown. Behavioral Psychology has identified learning as a…
q-bio.NC2011★ 15 cited
When can dictionary learning uniquely recover sparse data from subsamples?
Christopher J. Hillar, Friedrich T. Sommer
Sparse coding or sparse dictionary learning has been widely used to recover underlying structure in many kinds of natural data. Here, we provide conditions guaranteeing when this r…