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"schema_version": 1,
"title": "Repro - The Interplay Between Interpolation and Aggregation in Regression: Optimal Sample Complexity",
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"updated_at": "2026-07-22T12:56:32+00:00",
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"title": "Repro - The Interplay Between Interpolation and Aggregation in Regression: Optimal Sample Complexity",
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"slug": "claim-1-the-paper-defines-the-gamma-graph-dimension",
"title": "Claim 1 — The paper defines the gamma-graph dimension…",
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"slug": "claim-2-any-interpolator-based-aggregation-using-proper-aggregation",
"title": "Claim 2 — Any interpolator-based aggregation using proper aggregation…",
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"slug": "claim-3-there-exist-hypothesis-classes-with-graph",
"title": "Claim 3 — There exist hypothesis classes with γ-graph…",
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"slug": "claim-4-for-some-hypothesis-classes-with-constant",
"title": "Claim 4 — For some hypothesis classes with constant…",
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"slug": "claim-5-taking-the-median-of-three-independently",
"title": "Claim 5 — Taking the median of three independently…",
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{
"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)),…",
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{
"slug": "evaluation-methodology",
"title": "Evaluation methodology",
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