Identity Testing for High-Dimensional Distributions via Entropy Tensorization.
Antonio BlancaZongchen ChenDaniel StefankovicEric VigodaPublished in: CoRR (2022)
Keyphrases
- high dimensional
- kullback leibler divergence
- probability distribution
- cumulative residual entropy
- high dimensionality
- low dimensional
- information theory
- information theoretic
- high dimensional data
- mutual information
- test cases
- data points
- sparse data
- identity management
- software testing
- microarray data
- heavy tailed
- random variables
- test set
- similarity measure
- nearest neighbor
- dimensionality reduction
- similarity search
- sparse coding
- metric space
- input space
- multi modal
- variable selection
- hidden markov models
- training data
- high dimension
- feature selection
- case study
- fuzzy entropy
- multi variate
- decision trees