# Repro - Networked Information Aggregation for Binary Classification ## Pages | Page | | --- | | [Sources and methodology](#/sources-and-methodology) | | [Claim 1 - Upper bound under M-coverage](#/claim-1-upper-bound-under-m-coverage) | | [Claim 2 - Lower bound k over D](#/claim-2-lower-bound-k-over-d) | | [Claim 3 - BCE residual orthogonality](#/claim-3-bce-residual-orthogonality) | | [Claim 4 - BCE KL decomposition](#/claim-4-bce-kl-decomposition) | | [Claim 5 - Sequential logit protocol](#/claim-5-sequential-logit-protocol) | | [Conclusion](#/conclusion) |