An EM Algorithm for Capsule Regression

DOI10.1162/neco_a_01336OpenAlexW3093497922WikidataQ100745213 ScholiaQ100745213MaRDI QIDQ5004292

Lawrence K. Saul

Publication date: 30 July 2021

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1162/neco_a_01336

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

Uses Software

• Python
• Fashion-MNIST

Cites Work

• EM algorithms for ML factor analysis
• Support-vector networks
• Graphical Models, Exponential Families, and Variational Inference
• Simple and Globally Convergent Methods for Accelerating the Convergence of Any EM Algorithm
• Parameter expansion to accelerate EM: the PX-EM algorithm
• The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence
• Conjugate Gradient Acceleration of the EM Algorithm
• Least squares quantization in PCM
• Random forests
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