Learning from Only Positive and Unlabeled Data Using Generalized Stochastic Frontier Model

August 2, 2014

Section: 

Authors -
Liuxia Wang

Learning from Only Positive and Unlabeled Data Using Generalized Stochastic Frontier Model

Joint Statistical Meeting, San Diego, CA, August 2012

Outline

  1. Motivation and Introduction

  2. Literature Review

    1. PU Classification

    2. Stochastic Frontier Model

  3. Generalized Stochastic Frontier Model for PU Classification

  4. Simulation Studies

  5. Real Application - Penetration

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