Pith Number

pith:AXPNCDIZ

pith:2023:AXPNCDIZ5X22JVKKB2TAYJE6II

not attested not anchored not stored refs pending

Bayesian Posterior Perturbation Analysis with Integral Probability Metrics

Alfredo Garbuno-Inigo, Bamdad Hosseini, Franca Hoffmann, Tapio Helin

arxiv:2303.01512 v1 · 2023-03-02 · stat.ML · math.PR · math.ST · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AXPNCDIZ5X22JVKKB2TAYJE6II}

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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

Upper and lower bounds for local Lipschitz stability of Bayesian posteriors

Receipt and verification

First computed	2026-07-05T05:47:35.337101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05ded10d19edf5a4d54a0ea60c249e42180d355284be8298d968f55b10eb9189

Aliases

arxiv: 2303.01512 · arxiv_version: 2303.01512v1 · doi: 10.48550/arxiv.2303.01512 · pith_short_12: AXPNCDIZ5X22 · pith_short_16: AXPNCDIZ5X22JVKK · pith_short_8: AXPNCDIZ

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/AXPNCDIZ5X22JVKKB2TAYJE6II \
  | 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: 05ded10d19edf5a4d54a0ea60c249e42180d355284be8298d968f55b10eb9189

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "220389d363a83eac8ddd390451846d341332a915a6f55f6c2fb2efb504b735c3",
    "cross_cats_sorted": [
      "math.PR",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-03-02T12:59:41Z",
    "title_canon_sha256": "aaeb040d53444b266c3c7a2c3fdd827434338ccdae286db1e4b7688bb355c478"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01512",
    "kind": "arxiv",
    "version": 1
  }
}