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A robust variational autoencoder using beta divergence

  • Published:2022-02 Issue: Volume:238 Page:107886
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Akrami HalehORCID,Joshi Anand A.ORCID,Li JianORCID,Aydöre Sergül,Leahy Richard M.ORCID

Funder

National Institutes of Health

U.S. Department of Defense

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference53 articles.

1. Reducing the dimensionality of data with neural networks;Hinton;Science,2006

2. Maximum likelihood estimation in the presence of outiliers;Gather;Comm. Statist. Theory Methods,1988

3. Robust Statistics;Huber,2011

4. Robust Statistics;Hampel,1986

5. Auto-encoding variational Bayes;Kingma,2013

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