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Articles with tag
Statistics Theory
Rate-Optimal Non-Asymptotics for the Quadratic Prediction Error Method
Yesterday by
Charis Stamouli
and
others
Statistics Theory
,
Machine Learning
Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing
Yesterday by
Gabriel Arpino
and
others
Machine Learning
,
Statistics Theory
A central limit theorem for a sequence of conditionally centered and
\(α\)
-mixing random fields
Yesterday by
Abdollah Jalilian
and
others
Probability
,
Statistics Theory
Assessing quality of selection procedures: Lower bound of false positive rate as a function of inter-rater reliability
Yesterday by
František Bartoš
and
Patrícia Martinková
Methodology
,
Statistics Theory
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization
Yesterday by
Minshuo Chen
and
others
Machine Learning
,
Statistics Theory
A Geometrical Analysis of Kernel Ridge Regression and its Applications
Yesterday by
Georgios Gavrilopoulos
and
others
Statistics Theory
From naive trees to Random Forests: A general approach for proving consistency of tree-based methods
Yesterday by
Nico Föge
and
others
Statistics Theory
Statistical Independence and the Brockwell Transform -- From an Integral Equation Perspective
Yesterday by
Xingzhi Wang
Probability
,
Functional Analysis
Signature-based validation of real-world economic scenarios
Yesterday by
Hervé Andrès
and
others
at
CERMICS
Statistical Finance
,
Probability
From Poisson Observations to Fitted Negative Binomial Distribution
Yesterday by
Yingying Yang
and
others
Statistics Theory
,
Computation
Correlation functions between singular values and eigenvalues
Yesterday by
Matthias Allard
and
Mario Kieburg
at
University of Melbourne
Probability
,
Mathematical Physics
Debiasing Welch's Method for Spectral Density Estimation
Yesterday by
Lachlan Astfalck
and
others
Methodology
,
Statistics Theory
Spectral clustering in the Gaussian mixture block model
Yesterday by
Shuangping Li
and
Tselil Schramm
Machine Learning
,
Data Structures and Algorithms
Surrogate modeling for probability distribution estimation:uniform or adaptive design?
2 days ago by
Maijia Su
and
others
Methodology
,
Statistics Theory
Root-n consistent semiparametric learning with high-dimensional nuisance functions under minimal sparsity
2 days ago by
Lin Liu
and
Yuhao Wang
Statistics Theory
,
Methodology
High-dimensional copula-based Wasserstein dependence
2 days ago by
Steven Keyser
and
Irene Gijbels
Methodology
,
Statistics Theory
To impute or not to? Testing multivariate normality on incomplete dataset: Revisiting the BHEP test
2 days ago by
Danijel Aleksić
and
Bojana Milošević
Methodology
,
Statistics Theory
Learning of deep convolutional network image classifiers via stochastic gradient descent and over-parametrization
2 days ago by
Michael Kohler
and
others
Statistics Theory
Trade-off between predictive performance and FDR control for high-dimensional Gaussian model selection
2 days ago by
Perrine Lacroix
and
Marie-Laure Martin
Statistics Theory
,
Applications
A New Statistic for Testing Covariance Equality in High-Dimensional Gaussian Low-Rank Models
2 days ago by
Rémi Beisson
and
others
Statistics Theory
,
Signal Processing
PDE characterisation of geometric distribution functions and quantiles
2 days ago by
Dimitri Konen
Statistics Theory
On Regression in Extreme Regions
2 days ago by
Nathan Huet
and
others
Machine Learning
,
Statistics Theory
Theory of Compression Channels for Post-selected Quantum Metrology
2 days ago by
Jing Yang
Quantum Physics
,
Information Theory
Least Squares-Based Permutation Tests in Time Series
2 days ago by
Joseph Romano
and
Marius Tirlea
Statistics Theory
,
Methodology
Permutation Testing for Monotone Trend
2 days ago by
Joseph Romano
and
Marius Tirlea
Statistics Theory
,
Methodology
Quiver Laplacians and Feature Selection
2 days ago by
Otto Sumray
and
others
Machine Learning
,
Combinatorics
Partition-Insensitive Parallel ADMM Algorithm for High-dimensional Linear Models
2 days ago by
Xiaofei Wu
and
others
Statistics Theory
A recursion formula for mixed trace moments of isotropic Wishart matrices and the Gaussian unitary/orthogonal ensembles
2 days ago by
Ben Deitmar
Probability
,
Statistics Theory
On weighted failure rate, its means and associated quantile version
2 days ago by
Subarna Bhattacharjee
and
others
Statistics Theory
,
Probability
Nearest neighbor empirical processes
2 days ago by
François Portier
Statistics Theory
,
Machine Learning
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