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Within a given panel, treat the three lines (Bin 0, 2, 4) as a coarse “design grid”: steep changes in slope or reversals between lines mark regimes where simultaneous adjustment of

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CUBE: Contrastive Understanding by Balanced Experiments

cs.LG · 2025-09-13 · unverdicted · novelty 7.0

CUBE uses balanced factorial probes on black-box predictors to compute main effects and pairwise interactions as controlled contrasts within a user-specified explanation region on tabular tasks.

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  • CUBE: Contrastive Understanding by Balanced Experiments cs.LG · 2025-09-13 · unverdicted · none · ref 13

    CUBE uses balanced factorial probes on black-box predictors to compute main effects and pairwise interactions as controlled contrasts within a user-specified explanation region on tabular tasks.