Pith Number

pith:YNQR5BIS

pith:2022:YNQR5BISP4ZR6UKWLVPBWNJZKW

not attested not anchored not stored refs pending

An Analytic Framework for Robust Training of Artificial Neural Networks

Mohammad Rahmati, Ramin Barati, Reza Safabakhsh

arxiv:2205.13502 v2 · 2022-05-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YNQR5BISP4ZR6UKWLVPBWNJZKW}

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	2026-07-05T04:48:13.569894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3611e85127f331f51565d5e1b353955ba9830960c1ccbd11074aaa69d712f57

Aliases

arxiv: 2205.13502 · arxiv_version: 2205.13502v2 · doi: 10.48550/arxiv.2205.13502 · pith_short_12: YNQR5BISP4ZR · pith_short_16: YNQR5BISP4ZR6UKW · pith_short_8: YNQR5BIS

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/YNQR5BISP4ZR6UKWLVPBWNJZKW \
  | 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: c3611e85127f331f51565d5e1b353955ba9830960c1ccbd11074aaa69d712f57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d6277bfde459dc9a8414c6bc439f873c0b33d3f02bd88c7e489430e77f0d88e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-26T17:16:39Z",
    "title_canon_sha256": "31ceaf70408e0b020d0682581cd2d059f56f6cf0465b915110606a8018e6105a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.13502",
    "kind": "arxiv",
    "version": 2
  }
}