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Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick.
Lennert De Smet
Emanuele Sansone
Pedro Zuidberg Dos Martires
Published in:
CoRR (2023)
Keyphrases
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probability distribution
categorical data
random sampling
objective function
highly skewed
random samples
random variables
monte carlo
sample size
sampling algorithm
sampling strategy
loss function
attribute values
numerical data
sampling rate
sampling methods
sampled data
heavy tailed
numerical values