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