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211
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CORR
2010
Springer
15 years 7 months ago
2010
Springer
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
220
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CONSTRAINTS
2008
15 years 7 months ago
2008
Aligning DNA and protein sequences is a core technique in molecular biology. Often, it is desirable to include partial prior knowledge and conditions in an alignment. Going beyond...
185
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CONSTRAINTS
2008
15 years 7 months ago
2008
Zinc is a new modelling language developed as part of the G12 project. It has four important characteristics. First, Zinc allows speci cation of models using a natural mathematical...
181
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COR
2008
15 years 7 months ago
2008
Finding a feasible solution to a generic Mixed-Integer Program (MIP) is often a very difficult task. Recently, two heuristic approaches called Feasibility Pump and Local Branching...
172
Voted
COR
2008
15 years 7 months ago
2008
Introducing a new concept of (, )-fairness, which allows for a bounded fairness compromise, so that a source is allocated a rate neither less than 0 1, nor more than 1, times...