| { |
| "schema_version": 1, |
| "title": "Reproduction: Distributed Direct Preference Optimization", |
| "emoji": "🎯", |
| "space_id": "rahit/repro-distributed-direct-preference-optimization", |
| "paper": { |
| "arxiv_id": "2605.20696" |
| }, |
| "tags": [ |
| "icml2026-repro", |
| "paper-ljNZyrAlaa" |
| ], |
| "updated_at": "2026-07-23T14:22:25+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Reproduction: Distributed Direct Preference Optimization", |
| "file": "pages/index.md", |
| "children": [ |
| { |
| "slug": "executive-summary", |
| "title": "Executive summary", |
| "file": "pages/executive-summary/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-1-theorem-5-1-gives-first-convergence-bound-federated-dpo", |
| "title": "Claim 1: Theorem 5.1: gives first convergence bound Federated DPO", |
| "file": "pages/claim-1-theorem-5-1-gives-first-convergence-bound-federated-dpo/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-corollary-5-2-full-participation-variance-amplification", |
| "title": "Claim 2: Corollary 5.2: full participation variance-amplification", |
| "file": "pages/claim-2-corollary-5-2-full-participation-variance-amplification/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-theorem-5-4-introduces-staleness-penalty-term", |
| "title": "Claim 3: Theorem 5.4: introduces staleness penalty term", |
| "file": "pages/claim-3-theorem-5-4-introduces-staleness-penalty-term/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-4-theorem-5-5-establishes-lower-bound-showing-dependence", |
| "title": "Claim 4: Theorem 5.5: establishes lower bound showing dependence", |
| "file": "pages/claim-4-theorem-5-5-establishes-lower-bound-showing-dependence/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-5-theorem-6-1-decdpo-converges-rate-where-spectral-gap", |
| "title": "Claim 5: Theorem 6.1: DecDPO converges rate where spectral gap", |
| "file": "pages/claim-5-theorem-6-1-decdpo-converges-rate-where-spectral-gap/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-6-section-7-numerical-experiments-stanford-human", |
| "title": "Claim 6: Section 7: Numerical experiments Stanford Human", |
| "file": "pages/claim-6-section-7-numerical-experiments-stanford-human/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "Conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
| ] |
| }, |
| "agent_view_tokens": 7563, |
| "revision": "1784816545955933109" |
| } |
