Pith Number

pith:QRF7SUYH

pith:2017:QRF7SUYHUJWAJEWIMVYNSOEWAG

not attested not anchored not stored refs pending

Size-Independent Sample Complexity of Neural Networks

Alexander Rakhlin, Noah Golowich, Ohad Shamir

arxiv:1712.06541 v5 · 2017-12-18 · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QRF7SUYHUJWAJEWIMVYNSOEWAG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T00:19:33.919403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

844bf95307a26c0492c86570d9389601afced37eb640431d324a9db1aead573d

Aliases

arxiv: 1712.06541 · arxiv_version: 1712.06541v5 · doi: 10.48550/arxiv.1712.06541 · pith_short_12: QRF7SUYHUJWA · pith_short_16: QRF7SUYHUJWAJEWI · pith_short_8: QRF7SUYH

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/QRF7SUYHUJWAJEWIMVYNSOEWAG \
  | 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: 844bf95307a26c0492c86570d9389601afced37eb640431d324a9db1aead573d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72e68d953e837ae939b3cbd47ec9596cb5d8014f559606c4db15438e67eb16f1",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-18T17:26:15Z",
    "title_canon_sha256": "71d6fbb633f6a6f8dd30fe8dfbad043e81e1ab55f95988ce2db9b76aeb818baf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.06541",
    "kind": "arxiv",
    "version": 5
  }
}