Pith Number

pith:MDPBU5AB

pith:2024:MDPBU5AB2AVLBI6HHRKMBXK66R

not attested not anchored not stored refs pending

Regularized Neural Ensemblers

Arber Zela, Frank Hutter, Josif Grabocka, Lennart Purucker, Maciej Janowski, Sebastian Pineda Arango

arxiv:2410.04520 v2 · 2024-10-06 · 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{MDPBU5AB2AVLBI6HHRKMBXK66R}

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	2026-07-05T11:25:39.701357Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60de1a7401d02ab0a3c73c54c0dd5ef45477b3c7efe387e390c832bc18c05859

Aliases

arxiv: 2410.04520 · arxiv_version: 2410.04520v2 · doi: 10.48550/arxiv.2410.04520 · pith_short_12: MDPBU5AB2AVL · pith_short_16: MDPBU5AB2AVLBI6H · pith_short_8: MDPBU5AB

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/MDPBU5AB2AVLBI6HHRKMBXK66R \
  | 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: 60de1a7401d02ab0a3c73c54c0dd5ef45477b3c7efe387e390c832bc18c05859

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f5839a755f63b39044e0b1e15c2cbdf430ac3bdc82edae259df0678bf8f30e5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-06T15:25:39Z",
    "title_canon_sha256": "200f2a586b0873b173c1040cf7ba4e155d41f5ac43c5feb7b4b8f96e2cd3fa3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04520",
    "kind": "arxiv",
    "version": 2
  }
}