294 citations · 958 across the 32 of their papers we have counts for
Showing 2015Show all
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cs.IR2015★ 4 cited
Random mappings designed for commercial search engines
Roger Donaldson, Arijit Gupta, Yaniv Plan +1
We give a practical random mapping that takes any set of documents represented as vectors in Euclidean space and then maps them to a sparse subset of the Hamming cube while retaini…
cs.IT2015★ 18 cited
The generalized Lasso with non-linear observations
Yaniv Plan, Roman Vershynin
We study the problem of signal estimation from non-linear observations when the signal belongs to a low-dimensional set buried in a high-dimensional space. A rough heuristic often…