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Jun Yu

12 papers hereh-index 8153 citations29 works total

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

author position
  • last author12

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.IT4
  • stat.AP4
  • eess.SP2
  • stat.ME2
same name
  • Jun Yu — 24 papers
  • Jun Yu — 23 papers, h 42
  • Jun Yu — 12 papers
  • Jun Yu — 11 papers, h 6
  • Jun Yu — 6 papers
  • Jun Yu — 5 papers, h 45

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedSparse recovery based on q-ratio constrained minimal singular values

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing cs.ITShow all

4 papers · 1 filter

cs.IT2020

Minimization of the q-ratio sparsity with 1<q≤∞ for signal recovery

Zhiyong Zhou, Jun Yu

In this paper, we propose a general scale invariant approach for sparse signal recovery via the minimization of the q-ratio sparsity. When 1<q≤∞, both the theoretic…

cs.IT2018

On q-ratio CMSV for sparse recovery

Zhiyong Zhou, Jun Yu

Sparse recovery aims to reconstruct an unknown spare or approximately sparse signal from significantly few noisy incoherent linear measurements. As a kind of computable incoherence…

cs.IT2018★ 1 cited

Sparse recovery based on q-ratio constrained minimal singular values

Zhiyong Zhou, Jun Yu

We study verifiable sufficient conditions and computable performance bounds for sparse recovery algorithms such as the Basis Pursuit, the Dantzig selector and the Lasso estimator,…

cs.IT2017

Phaseless compressive sensing using partial support information

Zhiyong Zhou, Jun Yu

We study the recovery conditions of weighted ℓ1​ minimization for real-valued signal reconstruction from phaseless compressive sensing measurements when partial support inform…

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