Pith Number

pith:PO4OEDXP

pith:2020:PO4OEDXP3DV235RIXTAMUCGTW5

not attested not anchored not stored refs pending

Efficient Sampling for Predictor-Based Neural Architecture Search

Bac Nguyen Cong, Fabien Cardinaux, Javier Alonso Garcia, Kazuki Yoshiyama, Lukas Mauch, Stephen Tiedemann, Thomas Kemp

arxiv:2011.12043 v1 · 2020-11-24 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PO4OEDXP3DV235RIXTAMUCGTW5}

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	2026-07-05T01:54:07.539923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bb8e20eefd8ebadf628bcc0ca08d3b77a8d7dc006453c0c1a274d618c08ee14

Aliases

arxiv: 2011.12043 · arxiv_version: 2011.12043v1 · doi: 10.48550/arxiv.2011.12043 · pith_short_12: PO4OEDXP3DV2 · pith_short_16: PO4OEDXP3DV235RI · pith_short_8: PO4OEDXP

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/PO4OEDXP3DV235RIXTAMUCGTW5 \
  | 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: 7bb8e20eefd8ebadf628bcc0ca08d3b77a8d7dc006453c0c1a274d618c08ee14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ef48e1b0a3465b889bc7411a5e52434ea6ed3406d35f623b028eba3f51eb510",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-24T11:36:36Z",
    "title_canon_sha256": "d3aec8cc469800d7ae9bd7295e41a60c51230f6d00098f4c83d46c8dc4f3a1bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.12043",
    "kind": "arxiv",
    "version": 1
  }
}