Pith Number

pith:7JGWWAXJ

pith:2017:7JGWWAXJVI4QGCOKQUJIWSS4EX

not attested not anchored not stored refs pending

Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks

Rif A. Saurous, Shankar Krishnan, Ying Xiao

arxiv:1712.03298 v1 · 2017-12-08 · cs.LG · 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{7JGWWAXJVI4QGCOKQUJIWSS4EX}

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.

Cited by

1 paper in Pith

Towards White-Box Deep Wireless Sensing

Receipt and verification

First computed	2026-05-18T00:28:21.734613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa4d6b02e9aa390309ca85128b4a5c25db9b3c26aece35e9dddc1f30cd0f47b1

Aliases

arxiv: 1712.03298 · arxiv_version: 1712.03298v1 · doi: 10.48550/arxiv.1712.03298 · pith_short_12: 7JGWWAXJVI4Q · pith_short_16: 7JGWWAXJVI4QGCOK · pith_short_8: 7JGWWAXJ

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/7JGWWAXJVI4QGCOKQUJIWSS4EX \
  | 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: fa4d6b02e9aa390309ca85128b4a5c25db9b3c26aece35e9dddc1f30cd0f47b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df01f8443c10e1c96080360ac04b785270dbf5c4592910e85565a22ff57110c1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-08T22:26:58Z",
    "title_canon_sha256": "46c91467e9b84d6fe18623af85bd80abf030ac0f59d5ec1822d1328ae4a24f64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.03298",
    "kind": "arxiv",
    "version": 1
  }
}