extreme* mountain climbing
DESCRIPTION
Extreme* Mountain Climbing. * in a billion dimensional space on a foggy day. Peter Richtarik Operational Research and Optimization. Arup (Truss Topology Design). Western General Hospital ( Creutzfeldt-Jakob Disease). Ministry of Defence dstl lab (Algorithms for Data Simplicity). - PowerPoint PPT PresentationTRANSCRIPT
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Peter RichtarikOperational Research and
Optimization
Extreme* Mountain Climbing* in a billion dimensional space on a foggy day
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Western General Hospital(Creutzfeldt-Jakob Disease)
Arup (Truss Topology Design)
Ministry of Defence dstl lab(Algorithms for Data Simplicity)Royal Observatory
(Optimal Planet Growth)
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GOD’S Algorithm = Teleportation
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If you are not a God...
x0x1
x2 x3
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4-Dial Lock
F : {0,1,...,9}4 R
Combination maximizing F opens the lock
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BIG DATA
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How to Open a Lock with Billion Interconnected Dials?
F : R1,000,000,000 R
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start
settle for this
holy grail
Parallel Coordinate Descent
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Theory vs Reality
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Research Paper
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Algorithms
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Probability
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Inequalities
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Complexity
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TOOLSProbability
Machine LearningMatrix Theory
HPC