Pith Number

pith:EXHGFMZT

pith:2021:EXHGFMZT3J6HFWQTUP4Y2IQZOG

not attested not anchored not stored refs pending

Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks

Marvin Schmitt, Paul-Christian B\"urkner, Stefan T. Radev, Ullrich K\"othe

arxiv:2112.08866 v5 · 2021-12-16 · stat.ME · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{EXHGFMZT3J6HFWQTUP4Y2IQZOG}

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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

2 papers in Pith

Information-Preserving Domain Transfer with Unlabeled Data in Misspecified Simulation-Based Inference

Receipt and verification

First computed	2026-07-05T05:14:32.290446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25ce62b333da7c72da13a3f98d22197195830b95b7f9efe93e5b18f782e43b6f

Aliases

arxiv: 2112.08866 · arxiv_version: 2112.08866v5 · doi: 10.48550/arxiv.2112.08866 · pith_short_12: EXHGFMZT3J6H · pith_short_16: EXHGFMZT3J6HFWQT · pith_short_8: EXHGFMZT

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/EXHGFMZT3J6HFWQTUP4Y2IQZOG \
  | 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: 25ce62b333da7c72da13a3f98d22197195830b95b7f9efe93e5b18f782e43b6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "073140618c36f29cf5a03a6e748b43bcfb28b3668bc87a0212d50aed51f77318",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2021-12-16T13:25:27Z",
    "title_canon_sha256": "2de3b022f32e4403af22ac1843c0975b9c6b93a30c7ca7b8907e9b99e66188b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.08866",
    "kind": "arxiv",
    "version": 5
  }
}