Sparse kernel modelling: a unified approach
A unified approach is proposed for sparse kernel data modelling that includes regression and classification as well as probability density function estimation. The orthogonal-least-squares forward selection method based on the leave-one-out test criteria
Hong, X., Harris, C.J., Chen, S.
core +1 more source
Weighted Structured Sparse Reconstruction-Based Lamb Wave Imaging Exploiting Multipath Edge Reflections in an Isotropic Plate. [PDF]
Xu C, Yang Z, Deng M.
europepmc +1 more source
Sparse 3D Reconstruction via Object-Centric Ray Sampling [PDF]
We propose a novel method for 3D object reconstruction from a sparse set of views captured from a 360-degree calibrated camera rig. We represent the object surface through a hybrid model that uses both an MLP-based neural representation and a triangle ...
Favaro, Paolo, Cerkezi, Llukman
core
Distance Reconstruction of Sparse Random Graphs
In the distance query model, we are given access to the vertex set of a $n$-vertex graph $G$, and an oracle that takes as input two vertices and returns the distance between these two vertices in $G$. We study how many queries are needed to reconstruct the edge set of $G$ when $G$ is sampled according to the $G(n,p)$ Erdős-Renyi-Gilbert distribution ...
openaire +2 more sources
Sparse Reconstructions for Inverse PDE Problems
We are concerned with the numerical solution of linear parameter identification problems for parabolic PDE, written as an operator equation $Ku=f$. The target object $u$ is assumed to have a sparse expansion with respect to a wavelet system $Psi={psi_lambda}$ in space-time, being equivalent to a priori information on the regularity of $u=mathbf u ...
openaire +4 more sources
Sparse Reconstruction of Pressure Field for Wedge Passive Fluidic Thrust Vectoring Nozzle. [PDF]
Huang Z, Gu Y, Xu Q, Li L.
europepmc +1 more source
Computed Quantitative Planar Imaging for Targeted Alpha Therapy: Model-Based Sparse Reconstruction Validated With a Novel <sup>225</sup>Ac Epoxy Phantom. [PDF]
Schmidtlein CR +6 more
europepmc +1 more source
Sparse Reconstruction Based Robust Near-Field Source Localization Algorithm. [PDF]
Li S, Li B, Lin B, Tang X, He R.
europepmc +1 more source
Ultra-sparse reconstruction for photoacoustic tomography: Sinogram domain prior-guided method exploiting enhanced score-based diffusion model. [PDF]
Li Z +8 more
europepmc +1 more source
Underdetermined DOA Estimation of Wideband LFM Signals Based on Gridless Sparse Reconstruction in the FRF Domain. [PDF]
Cui Y, Wang J, Qi J, Zhang Z, Zhu J.
europepmc +1 more source

