Vertex-Softmax computes the tightest sound bounds on softmax from pre-softmax score intervals alone via vertex optimization with log-linear complexity and is proven optimal for interval-only information.
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Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization
Vertex-Softmax computes the tightest sound bounds on softmax from pre-softmax score intervals alone via vertex optimization with log-linear complexity and is proven optimal for interval-only information.