Pith Number

pith:LNXT2RHO

pith:2018:LNXT2RHORHRB2VD3VE3YVV47C7

not attested not anchored not stored refs pending

Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches

Dustin Tran, Jimmy Ba, Paul Vicol, Roger Grosse, Yeming Wen

arxiv:1803.04386 v2 · 2018-03-12 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LNXT2RHORHRB2VD3VE3YVV47C7}

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.

Cited by

1 paper in Pith

Do Deep Ensembles Actually Capture Uncertainty in Graph Neural Networks?

Receipt and verification

First computed	2026-05-18T00:19:41.004665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b6f3d44ee89e21d547ba9378ad79f17f376b0abfb3beba185b4c28156d73e8a

Aliases

arxiv: 1803.04386 · arxiv_version: 1803.04386v2 · doi: 10.48550/arxiv.1803.04386 · pith_short_12: LNXT2RHORHRB · pith_short_16: LNXT2RHORHRB2VD3 · pith_short_8: LNXT2RHO

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/LNXT2RHORHRB2VD3VE3YVV47C7 \
  | 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: 5b6f3d44ee89e21d547ba9378ad79f17f376b0abfb3beba185b4c28156d73e8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ce9b2664116399ab431de781be2c0e8998a24e6794b9897c55567032dd56f1b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-12T17:25:21Z",
    "title_canon_sha256": "598ee77c4873ba38bf9286cb58d065b290d31328dc9f1a6fec110ce468ccfec8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.04386",
    "kind": "arxiv",
    "version": 2
  }
}