Pith Number

pith:GTAF4677

pith:2018:GTAF4677LLCR67IQ7ICCGPDPKD

not attested not anchored not stored refs pending

Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search

Aaron Klein, Arber Zela, Frank Hutter, Stefan Falkner

arxiv:1807.06906 v1 · 2018-07-18 · cs.LG · cs.AI · cs.CV · 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{GTAF4677LLCR67IQ7ICCGPDPKD}

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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

2 papers in Pith

Spiking Neural Network Architecture Search: A Survey

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive

Receipt and verification

First computed	2026-05-18T00:10:25.370150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34c05e7bff5ac51f7d10fa04233c6f50d0442b3feb81f3aa8e28cc2594c8631c

Aliases

arxiv: 1807.06906 · arxiv_version: 1807.06906v1 · doi: 10.48550/arxiv.1807.06906 · pith_short_12: GTAF4677LLCR · pith_short_16: GTAF4677LLCR67IQ · pith_short_8: GTAF4677

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/GTAF4677LLCR67IQ7ICCGPDPKD \
  | 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: 34c05e7bff5ac51f7d10fa04233c6f50d0442b3feb81f3aa8e28cc2594c8631c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a53fc6c8c26fb46da5093f46e97a91d126c7f8df36d90db7756a612d442bf740",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-18T13:11:08Z",
    "title_canon_sha256": "1403d91b081f7db96e7a819cb46c0643b699059b512d7f93a965c06ef7c4dbc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.06906",
    "kind": "arxiv",
    "version": 1
  }
}