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Found 5 papers, 1 papers with code
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications
Many studies in biomedical and health sciences involve small sample sizes due to logistic or financial constraints.
Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease
Consider samples from two different data sources $\{\mathbf{x_s^i}\} \sim P_{\rm source}$ and $\{\mathbf{x_t^i}\} \sim P_{\rm target}$.
Distance Shrinkage and Euclidean Embedding via Regularized Kernel Estimation
Although recovering an Euclidean distance matrix from noisy observations is a common problem in practice, how well this could be done remains largely unknown.
Multivariate Bernoulli distribution
In this paper, we consider the multivariate Bernoulli distribution as a model to estimate the structure of graphs with binary nodes.
Learning Higher-Order Graph Structure with Features by Structure Penalty
In discrete undirected graphical models, the conditional independence of node labels Y is specified by the graph structure.
