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Found 4 papers, 1 papers with code
A Whole-Person Function Dictionary for the Mobility, Self-Care and Domestic Life Domains: a Seedset Expansion Approach
Whole-person functional limitations in the areas of mobility, self-care and domestic life affect a majority of individuals with disabilities.
Gradient-flow adaptive importance sampling for Bayesian leave one out cross-validation for sigmoidal classification models
We introduce a set of gradient-flow-guided adaptive importance sampling (IS) transformations to stabilize Monte-Carlo approximations of point-wise leave one out cross-validated (LOO) predictions for Bayesian classification models.
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery
We also analogize our multidimensional IRT model to probabilistic autoencoders, specifying an encoder function that amortizes the inference of ability parameters from item responses.
Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.
The disability benefits programs administered by the US Social Security Administration (SSA) receive between 2 and 3 million new applications each year.
