3 problems
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Fundamental limitation of cheap linear bounds and branching for neural-network verification
Fundamental limitation conjecture. This is a fundamental limitation of all methods using cheap linear bounds and branching.
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Conjecture on choosing the optimal row for neural network relaxation partitioning
Optimal-row conjecture. The row used for the optimal partition should be of a form similar to
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Conjecture on strict decrease from partitioning a neural network relaxation
Strict-decrease partitioning conjecture. If , , , and for every , then the th coordinate of the…