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Online Density Estimation of Bradley-Terry Models

Published on Aug 20, 20151643 Views

Eiji Takimoto

We consider an online density estimation problem for Bradley-Terry models which determine the probability of a match result between any pair in the set of $n$ teams. An annoying issue is that the loss

COLT 2015 - Paris

Related categories

Active LearningComputational Learning TheoryOn-line LearningReinforcement LearningSemi-supervised Learning

Chapter list

Online Density Estimation of Bradley-Terry Models00:00
Bradley-Terry Model 00:14
Online Density Estimation for Bradly-Terry model01:43
Non-convexity of Loss Functions02:41
Radius problem04:20
Our Results (1)05:17
Our Results (2)05:46