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Slide 1 Designing Efficient Map-Reduce Algorithms MapReduce A Common Mistake Theory of MapReduce Algorithms Some Examples Jeffrey D. Ullman Stanford University 1 2 MapReduce…

Improved Moves for Truncated Convex Models M. Pawan Kumar Philip Torr Aim Efficient, accurate MAP for truncated convex models V1 V2 … … … … … … … … … ……

Slide 1 Designing Efficient Map-Reduce Algorithms A Common Mistake Size/Communication Trade-Off Specific Tradeoffs Jeffrey D. Ullman Stanford University 1 Research Is Joint…

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Improved Moves for Truncated Convex Models M. Pawan Kumar Philip Torr Aim Efficient, accurate MAP for truncated convex models V1 V2 … … … … … … … … … ……