Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick.
Lennert De SmetEmanuele SansonePedro Zuidberg Dos MartiresPublished in: NeurIPS (2023)
Keyphrases
- random sampling
- probability distribution
- sampling algorithm
- categorical data
- random variables
- card games
- highly skewed
- random samples
- objective function
- attribute values
- monte carlo
- power law
- sampling rate
- kullback leibler divergence
- sampling strategy
- high dimensional
- pairwise
- association rules
- sampled data
- heavy tailed
- genetic algorithm
- data mining