Laming Chen

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 6

Top Topics

Signal Recovery

Convex Optimization

Global Optimality

Compressive Sensing

Top Venues

IEEE Trans. Signal Process.

Publications

Laming Chen, Guoxin Zhang, Eric Zhou
Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity. NeurIPS (2018)
Xiaoran Xu, Laming Chen, Songpeng Zu, Hanning Zhou
Hulu video recommendation: from relevance to reasoning. RecSys (2018)
Laming Chen, Guoxin Zhang, Hanning Zhou
Improving the Diversity of Top-N Recommendation via Determinantal Point Process. CoRR (2017)
Jinye Zhang, Laming Chen, Petros T. Boufounos, Yuantao Gu
Cross Validation in Compressive Sensing and its Application of OMP-CV Algorithm. CoRR (2016)
Xinyue Shen, Laming Chen, Yuantao Gu, Hing-Cheung So
Square-Root Lasso With Nonconvex Regularization: An ADMM Approach. IEEE Signal Process. Lett. 23 (7) (2016)
Ruiyang Song, Laming Chen, Yuantao Gu
Performance estimation of sparse signal recovery under Bernoulli random projection with oracle information. DSP (2016)
Laming Chen, Yuantao Gu
Minimization. IEEE Signal Process. Lett. 22 (10) (2015)
Laming Chen, Yuantao Gu
Local and global optimality of LP minimization for sparse recovery. ICASSP (2015)
Laming Chen, Yuantao Gu
Minimization. CoRR (2015)
Jiawei Zhou, Laming Chen, Yuantao Gu
Dynamic zero-point attracting projection for time-varying sparse signal recovery. ICASSP (2015)
Laming Chen, Yuantao Gu
Fast sparse recovery via non-convex optimization. GlobalSIP (2015)
Laming Chen, Yuantao Gu
Robust sparse recovery via non-convex optimization. DSP (2014)
Jinye Zhang, Laming Chen, Petros T. Boufounos, Yuantao Gu
On the theoretical analysis of cross validation in compressive sensing. ICASSP (2014)
Laming Chen, Yuantao Gu
Robust recovery of low-rank matrices via non-convex optimization. DSP (2014)
Laming Chen, Yuantao Gu
The Convergence Guarantees of a Non-Convex Approach for Sparse Recovery. IEEE Trans. Signal Process. 62 (15) (2014)
Laming Chen, Yuantao Gu
The convergence guarantees of a non-convex approach for sparse recovery using regularized least squares. ICASSP (2014)
Laming Chen, Yuantao Gu
Oracle-Order Recovery Performance of Greedy Pursuits With Replacement Against General Perturbations. IEEE Trans. Signal Process. 61 (18) (2013)
Yaming Wang, Laming Chen, Yuantao Gu
On estimating the loss of signal-to-noise ratio in compressive sensing based systems. ChinaSIP (2013)
Laming Chen, Yuantao Gu
From least squares to sparse: A non-convex approach with guarantee. ICASSP (2013)
Jie Ding, Laming Chen, Yuantao Gu
Perturbation Analysis of Orthogonal Matching Pursuit. IEEE Trans. Signal Process. 61 (2) (2013)
Yujie Tang, Laming Chen, Yuantao Gu
On the Performance Bound of Sparse Estimation With Sensing Matrix Perturbation. IEEE Trans. Signal Process. 61 (17) (2013)
Laming Chen, Yuantao Gu
Backtracking matching pursuit with supplement set of arbitrary size. ICASSP (2013)
Yang You, Laming Chen, Yuantao Gu, Wei Feng, Hui Dai
Retrieval of sparse solutions of multiple-measurement vectors via zero-point attracting projection. Signal Process. 92 (12) (2012)
Laming Chen, Yuantao Gu
The Convergence Guarantees of a Non-convex Approach for Sparse Recovery. CoRR (2012)
Yang You, Laming Chen, Yuantao Gu, Wei Feng, Hui Dai
Retrieve Sparse Solution of Multiple-Measurement Vectors via Zero-point Attracting Projection CoRR (2012)
Xiaohan Wang, Yuantao Gu, Laming Chen
Proof of Convergence and Performance Analysis for Sparse Recovery via Zero-point Attracting Projection CoRR (2012)
Laming Chen, Jiong Chen, Yuantao Gu
Greedy pursuits: Stability of recovery performance against general perturbations. ICNC (2012)
Laming Chen, Yuantao Gu
Near-oracle Recovery Performance of Greedy Pursuits with Replacement against General Perturbations CoRR (2012)
Yaming Wang, Laming Chen, Yuantao Gu
Quantization Reference Voltage of the Modulated Wideband Converter CoRR (2012)
Jie Ding, Laming Chen, Yuantao Gu
Robustness of orthogonal matching pursuit for multiple measurement vectors in noisy scenario. ICASSP (2012)
Yujie Tang, Laming Chen, Yuantao Gu
On the Performance Bound of Sparse Estimation with Sensing Matrix Perturbation CoRR (2012)
Xiaohan Wang, Yuantao Gu, Laming Chen
Proof of Convergence and Performance Analysis for Sparse Recovery via Zero-Point Attracting Projection. IEEE Trans. Signal Process. 60 (8) (2012)
Yaming Wang, Laming Chen, Yuantao Gu
Quantization reference voltage of the Modulated Wideband Converter. ICASSP (2012)
Jie Ding, Laming Chen, Yuantao Gu
Performance analysis of Orthogonal Matching Pursuit under general perturbations. ICNC (2012)
Jie Ding, Laming Chen, Yuantao Gu
Performance of Orthogonal Matching Pursuit for Multiple Measurement Vectors CoRR (2011)
Jie Ding, Laming Chen, Yuantao Gu
Performance Analysis of Orthogonal Matching Pursuit under General Perturbations CoRR (2011)