Pith Number

pith:F6N5UNGW

pith:2024:F6N5UNGWMZCGIHVUCQAQMPZOVY

not attested not anchored not stored refs pending

Reparameterization invariance in approximate Bayesian inference

Carl Henrik Ek, Hrittik Roy, Lukas Tatzel, Marco Miani, Marvin Pf\"ortner, Philipp Hennig, S{\o}ren Hauberg

arxiv:2406.03334 v2 · 2024-06-05 · 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{F6N5UNGWMZCGIHVUCQAQMPZOVY}

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	2026-07-05T10:12:16.848732Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f9bda34d66644641eb41401063f2eae04a384eced88996975a70d3bbb661e96

Aliases

arxiv: 2406.03334 · arxiv_version: 2406.03334v2 · doi: 10.48550/arxiv.2406.03334 · pith_short_12: F6N5UNGWMZCG · pith_short_16: F6N5UNGWMZCGIHVU · pith_short_8: F6N5UNGW

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/F6N5UNGWMZCGIHVUCQAQMPZOVY \
  | 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: 2f9bda34d66644641eb41401063f2eae04a384eced88996975a70d3bbb661e96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee0858fd8fb235b4ae5798f112341f5f6aab88c54413c0f330de7ae21da07bac",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-05T14:49:15Z",
    "title_canon_sha256": "11b0d4ad9d14e3c0cbd8c9c3adc2c9d4b2001aace244d9fac469d20ebf5b69f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03334",
    "kind": "arxiv",
    "version": 2
  }
}