Results 31 to 40 of about 20,280 (112)

Optimal Estimation and Prediction for Dense Signals in High-Dimensional Linear Models [PDF]

, 2012
Estimation and prediction problems for dense signals are often framed in terms of minimax problems over highly symmetric parameter spaces. In this paper, we study minimax problems over l2-balls for high-dimensional linear models with Gaussian predictors.
Dicker, Lee
core  

Asymptotic equivalence of quantum state tomography and noisy matrix completion

, 2013
Matrix completion and quantum tomography are two unrelated research areas with great current interest in many modern scientific studies. This paper investigates the statistical relationship between trace regression in matrix completion and quantum state ...
Wang, Yazhen
core   +1 more source

Equivalence probability and sparsity of two sparse solutions in sparse representation

Equivalence probability and sparsity of two sparse solutions in sparse representation
This paper discusses the estimation and numerical calculation of the probability that the 0-norm and 1-norm solutions of underdetermined linear equations are equivalent in the case of sparse representation. First, we define the sparsity degree of a signal.
openaire  

Anti-noise variational sparse Bayesian estimation ghost imaging based on 3Level factor graph. [PDF]

Sci Rep
Xiang S, Bai Y, Zhou Q, Chen J, Zhai J, Yin J, Liu T, Liu X, Huang X, Fu X.   +9 more
europepmc   +1 more source

Bridging glucose metabolism and intrinsic functional organization of the human cortex. [PDF]

Commun Biol
Wan B, Riedl V, Castrillon G, Kirschner M, Valk SL.   +4 more
europepmc   +1 more source

Sensitivity Analysis for Publication Bias in Diagnostic Meta-Analysis of Sparsity Using the Copas t-Statistic Selection Function. [PDF]

Stat Med
Hu T, Zhou Y, Zhou XH, Hattori S.
europepmc   +1 more source

SSEL: spike-based structural entropic learning for spiking graph neural networks. [PDF]

Front Neurosci
Yang S, Wu Y, Chen B.
europepmc   +1 more source

IE-GADCI: An End-to-End Incoherence-Enhanced Generative Adversarial Deep Compressive Imaging. [PDF]

IEEE Trans Comput Imaging
Zhang K, Sun Y, Yelluru V, Yang W.
europepmc   +1 more source

A novel high-dimensional model for identifying regional DNA methylation QTLs. [PDF]

Biostatistics
Zhao K, Yang AY, Oualkacha K, Zeng Y, Klein K, Hudson M, Colmegna I, Bernatsky S, Greenwood CMT.   +8 more
europepmc   +1 more source

A Multidimensional Matrix Completion Method for 2-D DOA Estimation with L-Shaped Array. [PDF]

Sensors (Basel)
Zhang H, Shi J, Li Z, Shi S.
europepmc   +1 more source