New module for informative subset selection, currently implementing 3 strategies :
- random selection
- selection based on nearest neighbors (Cai et al. 2016)
- selection based on Shannon entropy (Chen and Jin 2020)
These methods reduce the size of the query space by focusing on informative points, leading to a faster runtime of the query strategies. They can also serve as a warm start for neighborhood-based methods.