Cover Image

A re-examination to the SCoTLASS problems for SPCA and two projection-based methods for them

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Qiye, Li, Kuoyue
Format:	Preprint
Published:	2023
Subjects:	Statistics Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SCoRE Sets: A Versatile Framework for Simultaneous Inference
by: Telschow, Fabian J. E., et al.
Published: (2023)

Uncertainty calibration for probabilistic projection methods
by: Fanaskov, Vladimir
Published: (2024)

Multi-block linearized alternating direction method for sparse fused Lasso modeling problems
by: Wu, Xiaofei, et al.
Published: (2023)

Analysis of two-component Gibbs samplers using the theory of two projections
by: Qin, Qian
Published: (2022)

Seeded graph matching for the correlated Gaussian Wigner model via the projected power method
by: Araya, Ernesto, et al.
Published: (2022)

Power of masking methods for adaptive testing in a multivariate normal means problem
by: Chakraborty, Abhinav, et al.
Published: (2026)

Estimation of projection operators with Gaussian noise
by: Castelli, Luca
Published: (2026)

On the generalized circular projected Cauchy distribution
by: Alzeley, Omar, et al.
Published: (2026)

Wasserstein projection estimators for circular distributions
by: Otani, Naoki, et al.
Published: (2025)

Robustifying likelihoods by optimistically re-weighting data
by: Dewaskar, Miheer, et al.
Published: (2023)

Variance estimation after matching or re-weighting
by: Meng, Xiang, et al.
Published: (2025)

Sharp convergence rates for Spectral methods via the feature space decomposition method
by: Lecué, Guillaume, et al.
Published: (2025)

Shape-constrained density estimation with Wasserstein projection
by: Matsuda, Takeru, et al.
Published: (2026)

Estimating axial symmetry using random projections
by: Cholaquidis, Alejandro, et al.
Published: (2025)

On the differentiability of $ϕ$-projections in the discrete finite case
by: Geenens, Gery, et al.
Published: (2024)

Power properties of the two-sample test based on the nearest neighbors graph
by: Kanekar, Rahul Raphael
Published: (2025)

A spectral method for multi-view subspace learning using the product of projections
by: Sergazinov, Renat, et al.
Published: (2024)

Weak convergence from projected laws on a positive-measure set of directions
by: Cholaquidis, Alejandro, et al.
Published: (2026)

A unified approach to the Behrens-Fisher problem
by: G, Nagananda K, et al.
Published: (2025)

Generalized projection tests for function-valued parameters with applications to testing structural causal assumptions
by: Wang, Rui, et al.
Published: (2026)

Contraction rates and projection subspace estimation with Gaussian process priors in high dimension
by: Odin, Elie, et al.
Published: (2024)

The numeraire e-variable and reverse information projection
by: Larsson, Martin, et al.
Published: (2024)

Numerical method to solve impulse control problems for partially observed piecewise deterministic Markov processes
by: Cleynen, Alice, et al.
Published: (2021)

Asymptotic Normality of the Conditional Value-at-Risk based Pickands Estimator
by: Li, Yizhou, et al.
Published: (2024)

Another look at Stein's method for Studentized nonlinear statistics with an application to U-statistics
by: Leung, Dennis, et al.
Published: (2023)

No-prior Bayes reIMagined: probabilistic approximations of inferential models
by: Martin, Ryan
Published: (2025)

A spectral inference method for determining the number of communities in networks
by: Wu, Yujia, et al.
Published: (2026)

Optimization-based frequentist confidence intervals for functionals in constrained inverse problems: Resolving the Burrus conjecture
by: Batlle, Pau, et al.
Published: (2023)

A Fourier-based inference method for learning interaction kernels in particle systems
by: Pavliotis, Grigorios A., et al.
Published: (2025)

Gaussian random projections of convex cones: approximate kinematic formulae and applications
by: Han, Qiyang, et al.
Published: (2022)

Adaptive smoothness of function estimation in the three classical problems of the non-parametrical statistic in the three classical problems of the non-parametrical statistic
by: Formica, M. R., et al.
Published: (2024)

On a class of high dimensional linear regression methods with debiasing and thresholding
by: Wang, Ying-Ao, et al.
Published: (2025)

Smoothed nonparametric two-sample tests
by: Moriyama, Taku, et al.
Published: (2017)

A unified theory of the high-dimensional Laplace approximation with application to Bayesian inverse problems
by: Katsevich, Anya, et al.
Published: (2025)

Stable Approximation for Call Function Via Stein's method
by: Chen, Peng, et al.
Published: (2024)

Statistical divergences in high-dimensional hypothesis testing and a modern technique for estimating them
by: Wilkinson, Jeremy J. H., et al.
Published: (2024)

A new method of joint nonparametric estimation of probability density and its support
by: Moriyama, Taku
Published: (2017)

Nonparametric two sample test of spectral densities
by: Nadin, Ilaria, et al.
Published: (2026)

The projected isotropic normal distribution with applications in neuroscience
by: Mardia, Kanti V., et al.
Published: (2026)

Stein's method of moments for truncated multivariate distributions
by: Fischer, Adrian, et al.
Published: (2023)