| { |
| "schema_version": 1, |
| "title": "Reproduction: Fair Decisions from Calibrated Scores", |
| "emoji": "\ud83c\udfaf", |
| "space_id": "ProCreations/repro-nanoquant-efficient-sub-1-bit-quantization-of-large-language-models", |
| "paper": { |
| "arxiv_id": "2602.07285", |
| "openreview_id": "XiD5RhcEDK" |
| }, |
| "tags": [ |
| "icml2026-repro", |
| "paper-XiD5RhcEDK" |
| ], |
| "updated_at": "2026-07-22T21:51:50.457390+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Reproduction: Fair Decisions from Calibrated Scores", |
| "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-group-calibrated-scores-including-true-class-probabilities-violate-predictive-parity-after-thresholding", |
| "title": "Claim 1: Group-calibrated scores, including true class probabilities, violate predictive parity after thresholding", |
| "file": "pages/claim-1-group-calibrated-scores-including-true-class-probabilities-violate-predictive-parity-after-thresholding/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-presents-exact-solution-for-optimal-binary-randomized-classification-under-sufficiency-with-finite-group-calibrated-scores", |
| "title": "Claim 2: Presents exact solution for optimal binary randomized classification under sufficiency with finite group-calibrated scores", |
| "file": "pages/claim-2-presents-exact-solution-for-optimal-binary-randomized-classification-under-sufficiency-with-finite-group-calibrated-scores/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-geometric-characterization-identifies-optimal-classifier-minimizing-deviation-from-separation-subject-to-sufficiency", |
| "title": "Claim 3: Geometric characterization identifies optimal classifier minimizing deviation from separation subject to sufficiency", |
| "file": "pages/claim-3-geometric-characterization-identifies-optimal-classifier-minimizing-deviation-from-separation-subject-to-sufficiency/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "Conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
| ] |
| }, |
| "agent_view_tokens": 8000, |
| "revision": "1784410403300699000" |
| } |
|
|
