Pith Number

pith:MV6IOCA6

pith:2019:MV6IOCA6W2JGOM6ZYEIPAI2VDV

not attested not anchored not stored refs pending

Automatic Posterior Transformation for Likelihood-Free Inference

David S. Greenberg, Jakob H. Macke, Marcel Nonnenmacher

arxiv:1905.07488 v1 · 2019-05-17 · 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{MV6IOCA6W2JGOM6ZYEIPAI2VDV}

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

6 papers in Pith

Population synthesis of active galactic nuclei based on the radiation-regulated unification model

Inherited or produced? Inferring protein production kinetics when protein counts are shaped by a cell's division history

Probing the IMF in the Early Universe -- Direct measurements in the Bo\"otes I UFD with JWST/NIRCam

Neural Posterior Estimation for UHECR source inference from 3D propagation simulations

Receipt and verification

First computed	2026-05-17T23:45:49.593928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

657c87081eb6926733d9c110f023551d7bf80dfbdd3afa17e4313d94de8d8273

Aliases

arxiv: 1905.07488 · arxiv_version: 1905.07488v1 · doi: 10.48550/arxiv.1905.07488 · pith_short_12: MV6IOCA6W2JG · pith_short_16: MV6IOCA6W2JGOM6Z · pith_short_8: MV6IOCA6

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/MV6IOCA6W2JGOM6ZYEIPAI2VDV \
  | 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: 657c87081eb6926733d9c110f023551d7bf80dfbdd3afa17e4313d94de8d8273

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b86e4a0e50c3b03e0bd33af147734ab855c642f05779dfe06f075188273c43ba",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-17T21:50:55Z",
    "title_canon_sha256": "a231819b54ca212afaa9e27c0f32936b21a9e9e8b7fa2bd09ebb9f2e3ac386a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.07488",
    "kind": "arxiv",
    "version": 1
  }
}