Pith Number

pith:NUQMBH4D

pith:2025:NUQMBH4DBYYX46NJFBK4NVUOQW

not attested not anchored not stored refs pending

Analytic theory of dropout regularization

Francesca Mignacco, Francesco Mori

arxiv:2505.07792 v2 · 2025-05-12 · stat.ML · cond-mat.dis-nn · cond-mat.stat-mech · 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{NUQMBH4DBYYX46NJFBK4NVUOQW}

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	2026-07-05T12:07:07.052695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d20c09f830e317e79a92855c6d68e85a5c798ac21db2b042833d956f6cf6f4b

Aliases

arxiv: 2505.07792 · arxiv_version: 2505.07792v2 · doi: 10.48550/arxiv.2505.07792 · pith_short_12: NUQMBH4DBYYX · pith_short_16: NUQMBH4DBYYX46NJ · pith_short_8: NUQMBH4D

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/NUQMBH4DBYYX46NJFBK4NVUOQW \
  | 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: 6d20c09f830e317e79a92855c6d68e85a5c798ac21db2b042833d956f6cf6f4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec131baa5a0d21348b7f12acd9fcde09d680d7cb32436cfa648b66d2b686fcc1",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.stat-mech",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-12T17:45:02Z",
    "title_canon_sha256": "1aa4debef8a3827feb771afbdbeea1943bc20b51e0fd63085935dfe0c739290e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07792",
    "kind": "arxiv",
    "version": 2
  }
}