Pith Number

pith:PTZFZGGG

pith:2021:PTZFZGGGL32EJMC2AR5SVGM76F

not attested not anchored not stored refs pending

A Trust Crisis In Simulation-Based Inference? Your Posterior Approximations Can Be Unfaithful

Antoine Wehenkel, Arnaud Delaunoy, Fran\c{c}ois Rozet, Gilles Louppe, Joeri Hermans, Volodimir Begy

arxiv:2110.06581 v3 · 2021-10-13 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{PTZFZGGGL32EJMC2AR5SVGM76F}

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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

9 papers in Pith

Amortized Simulation-Based Inference of Relativistic Mean-Field Couplings for Neutron-Star Equations of State

Dark Energy Survey Year 3 results: optimized $w$CDM simulation-based inference with weak lensing map-level hybrid statistics

Towards Practical Field-Level Inference for Weak Lensing

Pointwise Metrics Mislead: An Evaluation Protocol for Multimodal Inverse Problems

Model-independent searches of new physics in DARWIN with a semi-supervised deep learning pipeline

Receipt and verification

First computed	2026-07-05T05:22:04.744299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cf25c98c65ef444b05a047b2a999ff16bab1f7f4c95f3b9e58cf309502498ab

Aliases

arxiv: 2110.06581 · arxiv_version: 2110.06581v3 · doi: 10.48550/arxiv.2110.06581 · pith_short_12: PTZFZGGGL32E · pith_short_16: PTZFZGGGL32EJMC2 · pith_short_8: PTZFZGGG

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/PTZFZGGGL32EJMC2AR5SVGM76F \
  | 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: 7cf25c98c65ef444b05a047b2a999ff16bab1f7f4c95f3b9e58cf309502498ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e58dea5727c43579f47399d1ef93de5790e5f1696ca9520133a9292eec7b772",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-10-13T08:50:05Z",
    "title_canon_sha256": "9ecbc04804447627e77d021e809645001a2ac77ce04abce3c6548cee3b56a3a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.06581",
    "kind": "arxiv",
    "version": 3
  }
}