{ "schema_version": 1, "title": "Reproduction: Gaussian Mean Field Variational Inference can Overestimate Predictive Variance", "emoji": "\ud83c\udfaf", "space_id": "ProCreations/diffusion-bridge-flow-matching-repro", "paper": { "openreview_id": "RG7maF4bGu" }, "tags": [ "icml2026-repro", "paper-RG7maF4bGu" ], "updated_at": "2026-07-22T21:51:50.457390+00:00", "root": { "slug": "index", "title": "Reproduction: Gaussian Mean Field Variational Inference can Overestimate Predictive Variance", "file": "pages/index.md", "children": [ { "slug": "executive-summary", "title": "Executive summary", "file": "pages/executive-summary/page.md", "children": [] }, { "slug": "claim-0-current-anchored-claim-map", "title": "Claim 0: Current anchored-claim evidence map", "file": "pages/claim-0-current-anchored-claim-map/page.md", "children": [] }, { "slug": "claim-1-directional-variance-inversion", "title": "Claim 1: Posterior underestimation can coexist with predictive overestimation", "file": "pages/claim-1-directional-variance-inversion/page.md", "children": [] }, { "slug": "claim-2-training-distribution-identity", "title": "Claim 2: Training-distribution predictive variance is lower", "file": "pages/claim-2-training-distribution-identity/page.md", "children": [] }, { "slug": "claim-3-data-concentration", "title": "Claim 3: Overestimation follows directions of data concentration", "file": "pages/claim-3-data-concentration/page.md", "children": [] }, { "slug": "conclusion", "title": "Conclusion", "file": "pages/conclusion/page.md", "children": [] } ] }, "agent_view_tokens": 8000, "revision": "178441;mfvi-canonical-v1" }