TorchLean API

NN.MLTheory.CROWN.Proofs.GraphAlphaCrownTransferSoundness

α-CROWN Graph Transfer Soundness #

Soundness theorems for the concrete α-CROWN and α/β-CROWN graph transfer rules over .

The main results are:

These theorems show that the executable checker steps satisfy the abstract CrownTransferSound interface used by the generic graph certificate soundness theorem.

EndToEnd discharges their IBPEnclosesVals hypothesis from the IBP soundness theorem and states the fully composed enclosure corollaries (AlphaCrownTransferSoundness.alphaCrown_cert_encloses_semantics, AlphaCrownTransferSoundness.alphaBetaCrown_cert_encloses_semantics').