Results 91 to 100 of about 1,415,945 (160)

Sparse PCA from Sparse Linear Regression

, 2018
To appear in NeurIPS ...
Bresler, Guy, Park, Sung Min, Persu, Madalina   +2 more
openaire   +2 more sources

Sparse matrices for weighted sparse recovery

, 2016
We derived the first sparse recovery guarantees for weighted $\ell_1$ minimization with sparse random matrices and the class of weighted sparse signals, using a weighted versions of the null space property to derive these guarantees. These sparse matrices from expender graphs can be applied very fast and have other better computational complexities ...
openaire   +2 more sources

MCMC Methods for Multi-Response Generalized Linear Mixed Models: The MCMCglmm R Package

Journal of Statistical Software, 2010
Generalized linear mixed models provide a flexible framework for modeling a range of data, although with non-Gaussian response variables the likelihood cannot be obtained in closed form.
Jarrod Had
doaj  

Sparse autoregressive neural networks for classical spin systems

Machine Learning: Science and Technology
Efficient sampling and approximation of Boltzmann distributions involving large sets of binary variables, or spins, are pivotal in diverse scientific fields even beyond physics.
Indaco Biazzo, Dian Wu, Giuseppe Carleo
doaj   +1 more source

Sparse dimensionality reduction for analyzing single-cell-resolved interactions. [PDF]

Bioinform Adv
Brunn N, Hackenberg M, Fullio CL, Vogel T, Binder H.   +4 more
europepmc   +1 more source

Sparse-selective quantization for real-time cyber threat detection in large-scale networks. [PDF]

PLoS One
Xie Y, Wang R, Dong L.
europepmc   +1 more source

Sparse testcrossing for early-stage genomic prediction of general combining ability to increase genetic gain in maize hybrid breeding programs. [PDF]

Theor Appl Genet
González-Diéguez DO, Atlin GN, Beyene Y, Wegary D, Gemenet DC, Werner CR.   +5 more
europepmc   +1 more source

Structural Prior-Guided Weighted Low-Rank Denoising for Short-Wave Infrared Star Images. [PDF]

Sensors (Basel)
Wu C, Wang K, Wang T, Du G, Li X, Chen F.   +5 more
europepmc   +1 more source

RGB-conditioned frequency domain refinement for sparse-to-dense depth completion. [PDF]

Sci Rep
Wang H, Tang Z, Pawara P, Chamchong R.
europepmc   +1 more source

Filling of incomplete sinograms from sparse PET detector configurations using a residual U-Net. [PDF]

Med Phys
Leffler K, Luppino LT, Kuttner S, Söderkvist K, Axelsson J.   +4 more
europepmc   +1 more source