Online non-parametric likelihood-ratio estimation by Pearson-divergence functional minimization.
Alejandro D. de la Concha DuarteNicolas VayatisArgyris KalogeratosPublished in: AISTATS (2024)
Keyphrases
- likelihood ratio
- hypothesis test
- hypothesis testing
- online learning
- semi parametric
- real time
- kernel density estimation
- likelihood ratio test
- parametric models
- regression model
- objective function
- conditionally independent
- correlation coefficient
- test statistic
- probability model
- state space
- knowledge discovery
- decision trees