Complexity Separation in Function Property Verification
Apple ML Research · rss · 2026-07-16
This paper investigates the relationship between location-invariant/symmetric properties of functions and distribution properties, highlighting the complexity gap between "testing" and "verification".
It notes that in property testing, these two object types share a tight complexity connection. However, this relationship breaks down in verification. Properties that correspond well during testing can exhibit a significant separation in terms of verifiability.
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