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Signal Process., January, 2024

ROCS: Robust One-Bit Compressed Sensing With Application to Direction of Arrival.

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IEEE Trans. Signal Process., 2024

Sparse Unmixing in the Presence of Mixed Noise Using ℓ0-Norm Constraint and Log-Cosh Loss.

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IEEE Trans. Geosci. Remote. Sens., 2024

One-Bit DoA Estimation for Deterministic Signals Based on $ \ell _{2, 1}$-Norm Minimization.

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IEEE Trans. Aerosp. Electron. Syst., 2024

Robust sparse representation based on fitting error decomposition.

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Xiang-Yu Wang

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Signal Process., 2024

POCKET: Pruning random convolution kernels for time series classification from a feature selection perspective.

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Knowl. Based Syst., 2024

Projected gradient descent method for cardinality-constrained portfolio optimization.

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J. Frankl. Inst., 2024

Sparse recovery under nonnegativity and sum-to-one constraints.

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Chi-Sing Leung

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Inf. Sci., 2024

Sparse Index Tracking With K-Sparsity or ϵ-Deviation Constraint via ℓ0-Norm Minimization.

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IEEE Trans. Neural Networks Learn. Syst., December, 2023

MUSIC With Capped Frobenius Norm: Efficient Robust Direction-of-Arrival Estimator.

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IEEE Trans. Aerosp. Electron. Syst., December, 2023

Fast Robust Matrix Completion via Entry-Wise ℓ0-Norm Minimization.

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IEEE Trans. Cybern., November, 2023

$\ell _{0}$-Norm Minimization-Based Robust Matrix Completion Approach for MIMO Radar Target Localization.

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Zhaofeng Liu

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IEEE Trans. Aerosp. Electron. Syst., October, 2023

Adaptive Rank-One Matrix Completion Using Sum of Outer Products.

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IEEE Trans. Circuits Syst. Video Technol., September, 2023

Robust and Energy Efficient Sparse-Coded OFDM-DCSK System via Matrix Recovery.

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IEEE Trans. Commun., August, 2023

Robust Matrix Completion Based on Factorization and Truncated-Quadratic Loss Function.

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Zhi-Yong Wang

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IEEE Trans. Circuits Syst. Video Technol., April, 2023

Robust Low-Rank Matrix Recovery as Mixed Integer Programming via $\ell _{0}$-Norm Optimization.

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IEEE Signal Process. Lett., 2023

Robust Recovery for Graph Signal via $\ell _{0}$-Norm Regularization.

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IEEE Signal Process. Lett., 2023

Robust PCA via non-convex half-quadratic regularization.

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Signal Process., 2023

P-ROCKET: Pruning Random Convolution Kernels for Time Series Classification.

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CoRR, 2023

Optimum Codesign for Image Denoising Between Type-2 Fuzzy Identifier and Matrix Completion Denoiser.

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Jicheng Yang

IEEE Trans. Fuzzy Syst., 2022

From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach Using ℓp-Regression for Outlier Resistance.

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IEEE Trans. Circuits Syst. Video Technol., 2022

Efficient Low-Rank Matrix Factorization Based on ℓ1, ε-Norm for Online Background Subtraction.

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IEEE Trans. Circuits Syst. Video Technol., 2022

An interpretable bi-branch neural network for matrix completion.

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Maolin Wang

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Signal Process., 2022

Robust Low-Rank Tensor Completion Based on Tensor Ring Rank via $\ell _{p, \epsilon }$-Norm.

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IEEE Trans. Signal Process., 2021

Two-Dimensional Localization: Low-Rank Matrix Completion With Random Sampling in Massive MIMO System.

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Hui Cao

IEEE Syst. J., 2021

Robust receiver for OFDM-DCSK modulation via rank-1 modeling and ℓp-minimization.

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Signal Process., 2021

Nonlinear Tensor Ring Network.

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CoRR, 2021

Rank-One Matrix Approximation With ℓp-Norm for Image Inpainting.

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