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math.ST2012★ 24 cited
Generalized Error Exponents For Small Sample Universal Hypothesis Testing
Dayu Huang, Sean Meyn
The small sample universal hypothesis testing problem is investigated in this paper, in which the number of samples is smaller than the number of possible outcomes . The goa…
cs.IT2012★ 8 cited
Classification with High-Dimensional Sparse Samples
Dayu Huang, Sean Meyn
The task of the binary classification problem is to determine which of two distributions has generated a length- test sequence. The two distributions are unknown; two training s…