A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions.
Feras A. SaadCameron E. FreerNathanael L. AckermanVikash K. MansinghkaPublished in: AISTATS (2019)
Keyphrases
- goodness of fit
- high dimensional
- null hypothesis
- kl divergence
- kolmogorov smirnov
- chi square
- cross entropy
- kullback leibler divergence
- test statistic
- random variables
- low dimensional
- nearest neighbor
- dimensionality reduction
- confidence intervals
- probability distribution
- feature space
- mahalanobis distance
- gaussian distribution
- data points
- logistic regression
- similarity search
- graphical models