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researcher

V. Cevher

239 papers hereh-index 6216.5k citations465 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author54
  • last author175

Across the 236 of 239 papers where every author was matched, so the position is known.

fields
  • cs.LG104
  • math.OC51
  • stat.ML22
  • cs.IT19
  • cs.CV9
  • cs.GT8

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedModel-Based Compressive Sensing

1.3k citations · 3.8k across the 221 of their papers we have counts for

collaborators
Showing 2014 · cs.LGShow all

1 paper · 2 filters

cs.LG2014★ 7 cited

A totally unimodular view of structured sparsity

Marwa El Halabi, Volkan Cevher

This paper describes a simple framework for structured sparse recovery based on convex optimization. We show that many structured sparsity models can be naturally represented by li…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.