Who Supported Obama in 2012?: Ecological Inference through Distribution RegressionEI
ACM Knowledge Discovery and Data Mining, 2015.
We present a new solution to the ``ecological inference'' problem, of learning individual-level associations from aggregate data. This problem has a long history and has attracted much attention, debate, claims that it is unsolvable, and purported solutions. Unlike other ecological inference techniques, our method makes use of unlabeled i...More