Pith Number

pith:OVIEMTI7

pith:2015:OVIEMTI7CUBA3H2T3GG4XOGATX

not attested not anchored not stored refs pending

Early Stopping is Nonparametric Variational Inference

David Duvenaud, Dougal Maclaurin, Ryan P. Adams

arxiv:1504.01344 v1 · 2015-04-06 · stat.ML · 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{OVIEMTI7CUBA3H2T3GG4XOGATX}

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	2026-05-18T02:19:34.601491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7550464d1f15020d9f53d98dcbb8c09dc2a6fd0be1312cbcccaa75f22e1a422f

Aliases

arxiv: 1504.01344 · arxiv_version: 1504.01344v1 · doi: 10.48550/arxiv.1504.01344 · pith_short_12: OVIEMTI7CUBA · pith_short_16: OVIEMTI7CUBA3H2T · pith_short_8: OVIEMTI7

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/OVIEMTI7CUBA3H2T3GG4XOGATX \
  | 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: 7550464d1f15020d9f53d98dcbb8c09dc2a6fd0be1312cbcccaa75f22e1a422f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e9c84bc89e01ee15d98f8e3874aa9d302200d5e0b3f6c86f7b07846ca0449d4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-04-06T18:19:45Z",
    "title_canon_sha256": "76866ef44088f624e6bd716d8acbbb0d24c0c66001f261a81d905a4f6b88bef0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1504.01344",
    "kind": "arxiv",
    "version": 1
  }
}