Pith Number

pith:RA3ZFOWM

pith:2024:RA3ZFOWM5455QDXXKZ7YMN3N7N

not attested not anchored not stored refs pending

Finite Sample Analysis and Bounds of Generalization Error of Gradient Descent in In-Context Linear Regression

Karthik Duraisamy

arxiv:2405.02462 v2 · 2024-05-03 · math.ST · cs.NA · math.NA · math.PR · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RA3ZFOWM5455QDXXKZ7YMN3N7N}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Is In-Context Universality Enough? MLPs are Also Universal In-Context

Receipt and verification

First computed	2026-07-05T08:17:32.830035Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

883792baccef3bd80ef7567f86376dfb7a18fee4fe0e886c102591d12b189a40

Aliases

arxiv: 2405.02462 · arxiv_version: 2405.02462v2 · doi: 10.48550/arxiv.2405.02462 · pith_short_12: RA3ZFOWM5455 · pith_short_16: RA3ZFOWM5455QDXX · pith_short_8: RA3ZFOWM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/RA3ZFOWM5455QDXXKZ7YMN3N7N \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 883792baccef3bd80ef7567f86376dfb7a18fee4fe0e886c102591d12b189a40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "773a3ff35aae733f26deeed62c29301ad19b0b8b2a42623ef37916c8ac8c0e1d",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "math.PR",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2024-05-03T19:52:07Z",
    "title_canon_sha256": "2d55c080249ad3127940f8d6dc04001d4cfe9ff749d668e812b26ae23a6d477a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02462",
    "kind": "arxiv",
    "version": 2
  }
}