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arXiv cs.LG · Papers

Aggregation of Statistical Evidence under Exchangeability

arXiv:2607.15823v1 Announce Type: cross Abstract: We study aggregation of statistical evidence under unknown and potentially complex dependence using group-invariance. Building on permutation-based constructions that treat transformed datasets as exchangeable units, we aggregate evidence across statistics for each tran