165 citations · 950 across the 71 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015★ 85 cited
Simple, Efficient, and Neural Algorithms for Sparse Coding
Sanjeev Arora, Rong Ge, Tengyu Ma +1
Sparse coding is a basic task in many fields including signal processing, neuroscience and machine learning where the goal is to learn a basis that enables a sparse representation…
cs.LG2015
Noisy Tensor Completion via the Sum-of-Squares Hierarchy
Boaz Barak, Ankur Moitra
In the noisy tensor completion problem we observe entries (whose location is chosen uniformly at random) from an unknown tensor . We assume that…