| { |
| "schema_version": 1, |
| "title": "Repro - The Interplay Between Interpolation and Aggregation in Regression: Optimal Sample Complexity", |
| "emoji": "🎯", |
| "space_id": "tpls/repro-interp-aggregation-regression", |
| "paper": null, |
| "tags": [], |
| "updated_at": "2026-07-22T12:56:32+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Repro - The Interplay Between Interpolation and Aggregation in Regression: Optimal Sample Complexity", |
| "file": "pages/index.md", |
| "children": [ |
| { |
| "slug": "claim-1-the-paper-defines-the-gamma-graph-dimension", |
| "title": "Claim 1 — The paper defines the gamma-graph dimension…", |
| "file": "pages/claim-1-the-paper-defines-the-gamma-graph-dimension/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-any-interpolator-based-aggregation-using-proper-aggregation", |
| "title": "Claim 2 — Any interpolator-based aggregation using proper aggregation…", |
| "file": "pages/claim-2-any-interpolator-based-aggregation-using-proper-aggregation/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-there-exist-hypothesis-classes-with-graph", |
| "title": "Claim 3 — There exist hypothesis classes with γ-graph…", |
| "file": "pages/claim-3-there-exist-hypothesis-classes-with-graph/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-4-for-some-hypothesis-classes-with-constant", |
| "title": "Claim 4 — For some hypothesis classes with constant…", |
| "file": "pages/claim-4-for-some-hypothesis-classes-with-constant/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-5-taking-the-median-of-three-independently", |
| "title": "Claim 5 — Taking the median of three independently…", |
| "file": "pages/claim-5-taking-the-median-of-three-independently/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-6-proper-learners-require-sample-complexity-d-ln-1", |
| "title": "Claim 6 — Proper learners require sample complexity Ω((d_γ/ε)ln(1/ε)),…", |
| "file": "pages/claim-6-proper-learners-require-sample-complexity-d-ln-1/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "evaluation-methodology", |
| "title": "Evaluation methodology", |
| "file": "pages/evaluation-methodology/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "provenance-and-artifacts", |
| "title": "Provenance & artifacts", |
| "file": "pages/provenance-and-artifacts/page.md", |
| "children": [] |
| } |
| ] |
| }, |
| "agent_view_tokens": 18839, |
| "revision": "1784724992845026909" |
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