# The Interplay Between Interpolation and Aggregation in Regression: Optimal Sample Complexity

ORID `qXlovWytwg` · **claim-faithful** repair 2026-07-27T19:00:57.117045+00:00

Paper-style claim pages with **inline numbers** and linked `evidence/` artifacts.

## Claims

- [Claim 1: 01-defines-gamma-graph-dimension-definition-via](./01-defines-gamma-graph-dimension-definition-via/) — VERIFIED (2/2)
- [Claim 2: 02-any-interpolator-based-aggregation-proper-aggreg](./02-any-interpolator-based-aggregation-proper-aggreg/) — VERIFIED (2/2)
- [Claim 3: 03-there-exist-hypothesis-classes-graph](./03-there-exist-hypothesis-classes-graph/) — VERIFIED (2/2)
- [Claim 4: 04-some-hypothesis-classes-constant-oig](./04-some-hypothesis-classes-constant-oig/) — VERIFIED (2/2)
- [Claim 5: 05-taking-median-three-independently-trained](./05-taking-median-three-independently-trained/) — VERIFIED (2/2)
- [Claim 6: 06-proper-learners-require-sample-complexity](./06-proper-learners-require-sample-complexity/) — VERIFIED (2/2)
- [Conclusion](./conclusion/)

## Artifacts

- [`evidence/claim_1.json`](../evidence/claim_1.json)
- [`evidence/claim_2.json`](../evidence/claim_2.json)
- [`evidence/claim_3.json`](../evidence/claim_3.json)
- [`evidence/claim_4.json`](../evidence/claim_4.json)
- [`evidence/claim_5.json`](../evidence/claim_5.json)
- [`evidence/claim_6.json`](../evidence/claim_6.json)