Publication | Open Access
Robustness of average-case meta-complexity via pseudorandomness
13
Citations
35
References
2022
Year
Unknown Venue
Circuit ComplexityMathematical ProgrammingComputational Complexity TheoryEngineeringComputational ComplexityAverage-case ComplexityAverage-case Meta-complexityDiscrete MathematicsComplexity NotionsCombinatorial OptimizationKolmogorov ComplexityBroad EquivalencesApproximation TheoryStatisticsComputer ScienceProbability TheoryAlgorithmic Information TheoryFormal MethodsTime ComplexityRandomized Algorithm
We show broad equivalences in the average-case complexity of many different meta-complexity problems, including Kolmogorov complexity, time-bounded Kolmogorov complexity, and the Minimum Circuit Size Problem. These results hold for a wide range of parameters (various thresholds, approximation gaps, weak or strong average-case hardness, etc.) and complexity notions, showing the theory of meta-complexity is very *robust* in the average-case setting.
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