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09/10/2021
Diagnostics for Monte Carlo Algorithms for Models with Intractable Normalizing Functions
Models with intractable normalizing functions have numerous applications...
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03/22/2021
krippendorffsalpha: An R Package for Measuring Agreement Using Krippendorff's Alpha Coefficient
R package krippendorffsalpha provides tools for measuring agreement usin...
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03/05/2021
On the Occasional Exactness of the Distributional Transform Approximation for Direct Gaussian Copula Models with Discrete Margins
The direct Gaussian copula model with discrete marginal distributions is...
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02/19/2020
Hierarchical Quantized Autoencoders
Despite progress in training neural networks for lossy image compression...
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09/10/2018
sklarsomega: An R Package for Measuring Agreement Using Sklar's Omega Coefficient
R package sklarsomega provides tools for measuring agreement using Sklar...
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08/04/2018
Branching Processes for QuickCheck Generators
In QuickCheck (or, more generally, random testing), it is challenging to...
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03/16/2018
Leveraging Sparsity to Speed Up Polynomial Feature Expansions of CSR Matrices Using K-Simplex Numbers
We provide an algorithm that speeds up polynomial and interaction featur...
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03/07/2018