A Two-Stage Transformer Framework for Sparse-Array Direction-of-Arrival Estimation via Correlation Vector Recovery. [PDF]
He W, Shi Y, Zhao H, Zhu H, Bao C.
europepmc +1 more source
A Note on Local Polynomial Regression for Time Series in Banach Spaces
ABSTRACT This work extends local polynomial regression to Banach space‐valued time series for estimating smoothly varying means and their derivatives in non‐stationary data. The asymptotic properties of both the standard and bias‐reduced Jackknife estimators are analyzed under mild moment conditions, establishing their convergence rates.
Florian Heinrichs
wiley +1 more source
Interpretable nonconvex submodule clustering algorithm using ℓr-induced tensor nuclear norm and ℓ2,p column sparse norm with global convergence guarantees. [PDF]
Yang M, Han S, Chen L, Wang J.
europepmc +1 more source
PLM-eXplain: divide and conquer the protein embedding space. [PDF]
van Eck J +3 more
europepmc +1 more source
Robust subspace structure discovery for cell type identification in scRNA-seq data. [PDF]
Zhou X +6 more
europepmc +1 more source
A Novel, Variance Component-Based Method for Detecting Brain-Behavior Associations in Neuroimaging Data. [PDF]
Chen C +5 more
europepmc +1 more source
An Improved Two-Stage RARE Algorithm for Mixed Far-Field and Near-Field Source Localization Under Unknown Mutual Coupling with the Uniform Linear Sensor Array. [PDF]
Chen K, Deng K, Zhang J.
europepmc +1 more source
DO-PI-EATCNet: Efficient-Attention- and Dream-Optimization-Based Channel Selection for EEG Motor Imagery Classification. [PDF]
Shen X, Zhong H, Gu Y, Han R.
europepmc +1 more source

