Level Set Estimation with straddle acquisition function
Level set estimation (LSE) is the problem of identifying regions where the value of function is greater than or equal to the threshold value. I deal with efficient LSE using active learning.
I use straddle acquisition function. Straddle acquisition function is based on uncertainty about classification.
For more information, see the following paper.
- Active learning for identifying function threshold boundaries (NIPS 2005)
- Active learning for level set estimation (IJCAI 2013)
