NIPS Workshop - Inverse Problems
bishopc
bishopc at helios.aston.ac.uk
Thu Aug 25 07:18:00 EDT 1994
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NIPS*94 Workshop:
DOING IT BACKWARDS:
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NEURAL NETWORKS AND THE SOLUTION OF INVERSE PROBLEMS
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Organizer: Chris M Bishop
CALL FOR PRESENTATIONS
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Introduction:
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Many of the tasks for which neural networks are commonly used
correspond to the solution of an `inverse' problem. Such tasks are
characterized by the existence of a well-defined, deterministic
`forward' problem which might, for instance, correspond to causality
in a physical system. By contrast the inverse problem may be
ill-posed, and may exhibit multiple solutions.
Aims:
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A wide range of different approaches have been developed to tackle
inverse problems, and one of the main goals of the workshop is to
contrast the way in which they address the underlying technical issues,
and to identify key areas for future research.
Format:
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This will be a one-day workshop, and will involve short presentations,
with ample time allowed for discussions.
Contributions
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If you wish to make a contribution to this workshop, please e-mail a
brief outline of your proposed presentation to c.m.bishop at aston.ac.uk
by 5 September.
Chris Bishop
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Professor Chris M Bishop Tel. +44 (0)21 359 3611 x4270
Neural Computing Research Group Fax. +44 (0)21 333 6215
Dept. of Computer Science c.m.bishop at aston.ac.uk
Aston University
Birmingham B4 7ET, UK
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