Stable Mixing of Complete and Incomplete Information

An increasing number of parameter estimation tasks involve the use of at least two information sources, one complete but limited, the other abundant but incomplete. Standard algorithms such as EM (or em) used in this context are unfortunately not stable in the sense that they can lead to a dramatic...

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Bibliographic Details
Main Authors: Corduneanu, Adrian, Jaakkola, Tommi
Language:en_US
Published: 2004
Subjects:
Online Access:http://hdl.handle.net/1721.1/6679