6 Replies to “NIPS workshp: Learning Problem Design”

  1. I understand that, if human computation/labeling cost is quantified in “batch” sense (that is to ignore the labeling cognitive difficulty but only the number of labeled examples, label efficiency), “Learning Prob. Design” is the prob of Optimal Experiment Design/Active Learning. Am I wrong?

  2. I think of it a bit differently. Out there in the world is real problem (which we cannot design). This real problem must be mapped onto problems we know how to solve. There are several different ways to do this, and sometimes there are uncaptured issues. How to do that is what I think of as the essence.

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