Reparameterisation is where one transforms the parameters that describe a problem or solution space in such a way that preserves information, but may be easier to process or learn from. For example, changing a date represented as DD/MM/YYY into seconds since 1970 in order to facilitate rapid comparisons.
Used on Chap. 9: page 190
Also known as reparameterising