Pith Number

pith:E6AMCSVH

pith:2023:E6AMCSVHUO7EVHRTVABOOX33D6

not attested not anchored not stored refs pending

Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference

Chris Drovandi, David J. Nott, David J. Warne, David T. Frazier, Ryan P. Kelly

arxiv:2301.13368 v2 · 2023-01-31 · stat.ME · cs.LG · stat.CO · 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{E6AMCSVHUO7EVHRTVABOOX33D6}

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

Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation

Receipt and verification

First computed	2026-07-05T07:53:06.948188Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2780c14aa7a3be4a9e33a802e75f7b1f8a82e99102a0974fc31673d7f7b50b25

Aliases

arxiv: 2301.13368 · arxiv_version: 2301.13368v2 · doi: 10.48550/arxiv.2301.13368 · pith_short_12: E6AMCSVHUO7E · pith_short_16: E6AMCSVHUO7EVHRT · pith_short_8: E6AMCSVH

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/E6AMCSVHUO7EVHRTVABOOX33D6 \
  | 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: 2780c14aa7a3be4a9e33a802e75f7b1f8a82e99102a0974fc31673d7f7b50b25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ad3b430441a92cf3210d6e607e7adc740ff610c3532e2e2abd0a10ba6c4c249",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-01-31T02:28:18Z",
    "title_canon_sha256": "b22b09fe020c384a8c82d9c932d90b85d4b53f7790de4a7a1f20ba940d5dc0ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.13368",
    "kind": "arxiv",
    "version": 2
  }
}