Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
List 4 methods for dealing with the curse of dimensionality.

### Response:
The four methods for dealing with the curse of dimensionality are Principal Component Analysis (PCA), Random Projection, feature selection, and Feature Sampling.