27 citations · 36 across the 6 of their papers we have counts for
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stat.ML2017★ 1 cited
Kernel Two-Sample Hypothesis Testing Using Kernel Set Classification
Hamed Masnadi-Shirazi
The two-sample hypothesis testing problem is studied for the challenging scenario of high dimensional data sets with small sample sizes. We show that the two-sample hypothesis test…
stat.ML2017★ 1 cited
Strictly Proper Kernel Scoring Rules and Divergences with an Application to Kernel Two-Sample Hypothesis Testing
Hamed Masnadi-Shirazi
We study strictly proper scoring rules in the Reproducing Kernel Hilbert Space. We propose a general Kernel Scoring rule and associated Kernel Divergence. We consider conditions un…
stat.ML2013★ 1 cited
Refinement revisited with connections to Bayes error, conditional entropy and calibrated classifiers
Hamed Masnadi-Shirazi
The concept of refinement from probability elicitation is considered for proper scoring rules. Taking directions from the axioms of probability, refinement is further clarified usi…