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Sparse/low-dimensional signal recovery, parameter estimation and regression

A SIMPLE SCHEME FOR COUPLED FACTORIZATION FOR HYPERSPECTRAL SUPER-RESOLUTION: EXPLOITING SPARSITY IN AN EASY WAY
08 Jun 2023

A SIMPLE SCHEME FOR COUPLED FACTORIZATION FOR HYPERSPECTRAL SUPER-RESOLUTION: EXPLOITING SPARSITY IN AN EASY WAY

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Improving Knowledge Distillation for Non-Intrusive Load Monitoring through Explainability Guided Learning
08 Jun 2023

Improving Knowledge Distillation for Non-Intrusive Load Monitoring through Explainability Guided Learning

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ROBUST HYPERSPECTRAL ANOMALY DETECTION WITH SIMULTANEOUS MIXED NOISE REMOVAL VIA CONSTRAINED CONVEX OPTIMIZATION
08 Jun 2023

ROBUST HYPERSPECTRAL ANOMALY DETECTION WITH SIMULTANEOUS MIXED NOISE REMOVAL VIA CONSTRAINED CONVEX OPTIMIZATION

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Fast robust principle component analysis using Gauss-Newton iterations
07 Jun 2023

Fast robust principle component analysis using Gauss-Newton iterations

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LASSO-BASED FAST RESIDUAL RECOVERY FOR MODULO SAMPLING
07 Jun 2023

LASSO-BASED FAST RESIDUAL RECOVERY FOR MODULO SAMPLING

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Product Graph Learning from Multi-attribute Graph Signals with Inter-layer Coupling
07 Jun 2023

Product Graph Learning from Multi-attribute Graph Signals with Inter-layer Coupling

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Regularized EM algorithm
07 Jun 2023

Regularized EM algorithm

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Sparse asynchronous samples from networks of TEMS for reconstruction of classes of non-bandlimited signals
07 Jun 2023

Sparse asynchronous samples from networks of TEMS for reconstruction of classes of non-bandlimited signals

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Topological Slepians: Maximally Localized Representations of Signals over Simplicial Complexes
07 Jun 2023

Topological Slepians: Maximally Localized Representations of Signals over Simplicial Complexes

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A Compensated Shrinkage Affine Projection Algorithm for Debiased Sparse Adaptive Filtering
06 Jun 2023

A Compensated Shrinkage Affine Projection Algorithm for Debiased Sparse Adaptive Filtering

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A New Probabilistic Distance Metric with Application in Gaussian Mixture Reduction
06 Jun 2023

A New Probabilistic Distance Metric with Application in Gaussian Mixture Reduction

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ASYMPTOTIC BIAS AND VARIANCE OF KERNEL RIDGE REGRESSION
06 Jun 2023

ASYMPTOTIC BIAS AND VARIANCE OF KERNEL RIDGE REGRESSION

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