A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions.
Feras A. SaadCameron E. FreerNathanael L. AckermanVikash K. MansinghkaPublished in: CoRR (2019)
Keyphrases
- goodness of fit
- high dimensional
- null hypothesis
- kl divergence
- kolmogorov smirnov
- chi square
- cross entropy
- low dimensional
- test statistic
- probability distribution
- kullback leibler divergence
- nearest neighbor
- dimensionality reduction
- feature space
- confidence intervals
- information theoretic
- random variables
- probability density
- mahalanobis distance
- data points
- similarity search
- log likelihood
- exponential family
- density estimation
- classification accuracy
- maximum likelihood