フリースペース, 理化学研究所 革新知能統合研究センター (AIP)
〒103-0027 東京都中央区日本橋1-4-1 日本橋一丁目三井ビルディング 15階
Akinori Tanaka(AIP mathematical science team)
Title:
Generalization bounds for binary classification
Abstract:
Study group of "Foundations of machine learning" written by Mohri et al.
I will review generic argumant on upper bound (and if possible lower bound) of generalization error for binary classification task by using VC dimension.
This is a study group in mathematical science team, but feel free to come and participate in the discussion!