Pith Number

pith:TAX457VF

pith:2017:TAX457VFJ4KWBIXR52Z2K2RIWS

not attested not anchored not stored refs pending

Learning to Optimize Neural Nets

Jitendra Malik, Ke Li

arxiv:1703.00441 v2 · 2017-03-01 · cs.LG · cs.AI · math.OC · 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{TAX457VFJ4KWBIXR52Z2K2RIWS}

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

Language Models are Few-Shot Learners

Receipt and verification

First computed	2026-05-18T00:29:15.363708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

982fcefea54f1560a2f1eeb3a56a28b4b247321937b35b260eeb4ea4e26609f7

Aliases

arxiv: 1703.00441 · arxiv_version: 1703.00441v2 · doi: 10.48550/arxiv.1703.00441 · pith_short_12: TAX457VFJ4KW · pith_short_16: TAX457VFJ4KWBIXR · pith_short_8: TAX457VF

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/TAX457VFJ4KWBIXR52Z2K2RIWS \
  | 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: 982fcefea54f1560a2f1eeb3a56a28b4b247321937b35b260eeb4ea4e26609f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc2fd361c067ffaddda83201b2dd8d59a3aa9c3048a532034af2e31de94a5939",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-03-01T18:52:23Z",
    "title_canon_sha256": "ed5462524c4b30d9870b2042937164423d61d00870bb454b9eff7482bc59b01d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.00441",
    "kind": "arxiv",
    "version": 2
  }
}