Density Ratio Estimation via Sampling along Generalized Geodesics on Statistical Manifolds.
Masanari KimuraHoward D. BondellPublished in: CoRR (2024)
Keyphrases
- density ratio estimation
- density ratio
- information geometry
- least squares
- outlier detection
- geometric structure
- manifold learning
- euclidean space
- geodesic paths
- data sets
- statistical analysis
- sample size
- monte carlo
- fisher information
- machine learning
- hypothesis testing
- statistical methods
- high dimensional
- decision trees