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en:projects:mth:masterlthcamin1 [2010/11/24 17:27]
karbasi
en:projects:mth:masterlthcamin1 [2012/12/20 09:26] (current)
behn
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-**A New Model for an Interactive Browser**+//Doctoral School or Master thesis project//\\  
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 +=====Compression with Graphical Constraints:​ An Interactive Browser=====
  
 In this work we consider the problem of searching in a In this work we consider the problem of searching in a
-database of objects with difference ​popularities. Contrary to traditional+database of objects with different ​popularities. Contrary to traditional
 databases, users do not submit queries that are subsequently databases, users do not submit queries that are subsequently
 matched to objects. Instead, a search for a target matched to objects. Instead, a search for a target
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 One way to address the above constraints is through a graphical model, i.e., each query set  must conform to the constraints One way to address the above constraints is through a graphical model, i.e., each query set  must conform to the constraints
 imposed by a graph . For instance, items (with potentially different popularity) can be associated with vertices and each query is any set of imposed by a graph . For instance, items (with potentially different popularity) can be associated with vertices and each query is any set of
-nodes that is path connected. In this context, as  a special case the optimum algorithm for finding an object on a complete graph reduces to that of Huffman coding. ​The main objective ​of this project is to devise ​an efficient searching ​algorithm ​once the constrains are given via a graph. ​+nodes that is path connected. In this context, as  a special case the optimum algorithm for finding an object on a complete graph reduces to that of Huffman coding. ​ 
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 +**Goals**\\ 
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 +Intuitively,​ the efficiency ​of an algorithm ​that can find target by using the membership oracle with graphical constraints should depend on the entropy of the objects as well as the charactersitics of the graph. ​We would like to understand this depencency.  
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 +**Prerequisites:​**\\  
 +Programming skills and basic notions of information theory 
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 +**Supervisor:​**\\ 
 +Amin Karbasi, amin.karbasi@epfl.ch\\ 
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 +**Professor:​**\\ 
 +Ruediger Urbanke, office INR 116 ruediger.urbanke@epfl.ch
  
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 [[en:​projects:​masterthesis:​mtp|back to master projects menu]] [[en:​projects:​masterthesis:​mtp|back to master projects menu]]
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