Oracle Reduction
A reduction method in computational complexity theory that solves a target problem by assuming the existence of some oracle (a black-box solver). It is used to compare the computational complexity of problems.
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The regularity lemma can yield an efficient oracle reduction that reduces the indistinguishable task (multi-accuracy) to the distinguishing task (agnostic learning).
This equivalence result is established within the framework of oracle reductions, and the efficiency of the actual algorithm also depends on the implementation cost of the oracle.
All Facts (2)
The regularity lemma can yield an efficient oracle reduction that reduces the indistinguishable task (multi-accuracy) to the distinguishing task (agnostic learning).
50%UnverifiedThis equivalence result is established within the framework of oracle reductions, and the efficiency of the actual algorithm also depends on the implementation cost of the oracle.
50%