November 13, 2017 11:41

Abstract

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!

More Information

Date November 14, 2017 (Tue) 13:00 - 15:00
URL https://c5dc59ed978213830355fc8978.doorkeeper.jp/events/67295

Venue

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