Pith Number

pith:DTSO2RGD

pith:2014:DTSO2RGDOXECDOMXZ75F5ZCQ6R

not attested not anchored not stored refs pending

On the Inductive Bias of Dropout

David P. Helmbold, Philip M. Long

arxiv:1412.4736 v4 · 2014-12-15 · cs.LG · cs.AI · cs.NE · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DTSO2RGDOXECDOMXZ75F5ZCQ6R}

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	2026-05-18T00:50:31.336835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ce4ed44c375c821b997cffa5ee450f45613d6341393ae10ff1d695a0b854895

Aliases

arxiv: 1412.4736 · arxiv_version: 1412.4736v4 · doi: 10.48550/arxiv.1412.4736 · pith_short_12: DTSO2RGDOXEC · pith_short_16: DTSO2RGDOXECDOMX · pith_short_8: DTSO2RGD

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/DTSO2RGDOXECDOMXZ75F5ZCQ6R \
  | 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: 1ce4ed44c375c821b997cffa5ee450f45613d6341393ae10ff1d695a0b854895

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f201a55b0aff96892ee52202bfb80272c696e9e3a3c24b9aaf3b53c1604b5098",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-12-15T19:40:46Z",
    "title_canon_sha256": "e0c1834ecdade3c30fe199027689702dc55d544ef7552665578af601e5aec264"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1412.4736",
    "kind": "arxiv",
    "version": 4
  }
}