Pith Number

pith:PVULGHDA

pith:2023:PVULGHDA3ORK4MTM25SSZQ7MHC

not attested not anchored not stored refs pending

How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor

Abhinav Mehrotra, Hongkai Wen, Hrushikesh Loya, Javier Fernandez-Marques, {\L}ukasz Dudziak, Nicholas D. Lane, Royson Lee

arxiv:2311.18451 v1 · 2023-11-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PVULGHDA3ORK4MTM25SSZQ7MHC}

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

Overtuning in Hyperparameter Optimization

Receipt and verification

First computed	2026-07-05T07:18:42.535607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d68b31c60dba2ae326cd7652cc3ec38b3102971b83692b26fb4cd5c07ddee18

Aliases

arxiv: 2311.18451 · arxiv_version: 2311.18451v1 · doi: 10.48550/arxiv.2311.18451 · pith_short_12: PVULGHDA3ORK · pith_short_16: PVULGHDA3ORK4MTM · pith_short_8: PVULGHDA

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/PVULGHDA3ORK4MTM25SSZQ7MHC \
  | 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: 7d68b31c60dba2ae326cd7652cc3ec38b3102971b83692b26fb4cd5c07ddee18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ab8a27fef04f9866b70926169d7deb3a605cebf5ece43de4052bc4d1c1eb5ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-30T10:51:46Z",
    "title_canon_sha256": "f5115da96e9884d75910f8b28509ef5a4148159f11dbe66407384791d8f5e952"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.18451",
    "kind": "arxiv",
    "version": 1
  }
}