Pith Number

pith:U2NENF3D

pith:2022:U2NENF3DKPHNI46OB4QKDSDC54

not attested not anchored not stored refs pending

GATSBI: Generative Adversarial Training for Simulation-Based Inference

\'Alvaro Tejero-Cantero, David S. Greenberg, Jakob H. Macke, Jan Boelts, Jan-Matthis Lueckmann, Pedro J. Gon\c{c}alves, Poornima Ramesh

arxiv:2203.06481 v1 · 2022-03-12 · stat.ML · cs.LG · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U2NENF3DKPHNI46OB4QKDSDC54}

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

2 papers in Pith

Fast and Robust Simulation-Based Inference With Optimization Monte Carlo

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Receipt and verification

First computed	2026-07-05T04:04:51.226593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a69a46976353ced473ce0f20a1c862ef317cf179da54cba535e55061156e5e5f

Aliases

arxiv: 2203.06481 · arxiv_version: 2203.06481v1 · doi: 10.48550/arxiv.2203.06481 · pith_short_12: U2NENF3DKPHN · pith_short_16: U2NENF3DKPHNI46O · pith_short_8: U2NENF3D

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/U2NENF3DKPHNI46OB4QKDSDC54 \
  | 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: a69a46976353ced473ce0f20a1c862ef317cf179da54cba535e55061156e5e5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0897d78c31d7dae2be045d450dfc91a9ea9c5be6848ce2cfd97eff8ac0b44201",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-03-12T16:33:27Z",
    "title_canon_sha256": "f542d17b291bb77f714ca0f397cc02f58ba56af6f6227d81de0884ff54d5aa43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06481",
    "kind": "arxiv",
    "version": 1
  }
}