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Talk by Akinori Tanaka (AIP mathematical science team)

Tue, 14 Nov 2017 13:00 - 15:00

Free space at RIKEN Center for Advanced Intelligence Project (AIP)

Nihonbashi 1-chome Mitsui Building, 15th floor, 1-4-1 Nihonbashi, Chuo-ku, Tokyo 103-0027, Japan

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Description

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!

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