For that purpose, we first define a function The first-order Taylor expansion of If fθ is of the following form: and if w and b are properly chosen as then (5) is approximately satisfied.
the TOP kernel is defined as A detailed discussion of the TOP kernel and its theoretical analysis have been given by Tsuda et al .