Density estimation: Difference between revisions
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In machine learning, density estimation is defined as an unsupervised learning technique. | In machine learning, density estimation is defined as an unsupervised learning technique. | ||
== Terminology == | |||
* Estimator | |||
* Consistent estimator | |||
* Unbiased estimator | |||
* Parametric methods | |||
* Non-parametric methods | |||
* Explicit density estimation | |||
* Implicit density estimation | |||
== References == | == References == | ||
Revision as of 21:24, 24 March 2020
In machine learning, density estimation is defined as an unsupervised learning technique.
Terminology
- Estimator
- Consistent estimator
- Unbiased estimator
- Parametric methods
- Non-parametric methods
- Explicit density estimation
- Implicit density estimation