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Department of Computer Science,
The University of Sheffield, 
England.   
            Post-Doctoral Research Assistant and PhD Studentship in 
                  Neural Networks and Machine Learning.

Applications are invited for a post-doctoral research assistant and a 
PhD student to work on an EPSRC funded project: 

   ``Critical Evaluation of Bayesian Methods in Neural Networks''.

The aim of this project is to perform a critical study of the performance 
of Bayesian Inference methods in the context of neural network type function 
approximatiors. The work will partly be theoretical, including attempts to 
quantify what is lost by approximations in inference, such as the Laplace 
approximation. Part of the work will be experimental, attempting to quantify
performances on large realworld tasks taken from a range of areas including
speech signal processing, medical diagnostics and options pricing in finance.
The studentship will be along these lines, but with focus on sequential
problems. 

Both positions are for three years and available for immediate start.

The age-linked salary for the RA is in the range 15,735 - 20,107 pounds 
per annum; standard EPSRC rules apply to the studentship.

A longer description of the project can be found at
      http://www.dcs.shef.ac.uk/~niranjan/jobs/rafp.html

To apply, an application package should be obtained from:

Personnel Department
The University of Sheffield 
Firth Court,
Sheffield
S10 2TN          http://www.shef.ac.uk/jobs; Phone: 44 144 222 1631

   Closing date 15 March 1999  
                (changed from 01 in earlier version of advert )

For informal inquiries and any specific questions on the research, 
contact

Email: [log in to unmask]; Phone: 44 114 222 1805

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_______________________________________________________________________
Mahesan Niranjan                     Phone:  44 114 222 1805
Professor of Computer Science        FaX:    44 114 222 1810
University of Sheffield              Email:  [log in to unmask]
http://www.dcs.shef.ac.uk/~niranjan
_______________________________________________________________________



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