Pith Number

pith:MB4KFGWP

pith:2018:MB4KFGWPXY425BT53BDKAL54BR

not attested not anchored not stored refs pending

Iterative Amortized Inference

Joseph Marino, Stephan Mandt, Yisong Yue

arxiv:1807.09356 v1 · 2018-07-24 · 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{MB4KFGWPXY425BT53BDKAL54BR}

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

Learning to Theorize the World from Observation

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Receipt and verification

First computed	2026-05-18T00:09:51.563367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6078a29acfbe39ae867dd846a02fbc0c67992d1712d0e3df5c1af4a7526aa255

Aliases

arxiv: 1807.09356 · arxiv_version: 1807.09356v1 · doi: 10.48550/arxiv.1807.09356 · pith_short_12: MB4KFGWPXY42 · pith_short_16: MB4KFGWPXY425BT5 · pith_short_8: MB4KFGWP

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/MB4KFGWPXY425BT53BDKAL54BR \
  | 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: 6078a29acfbe39ae867dd846a02fbc0c67992d1712d0e3df5c1af4a7526aa255

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50a491d5875bdc47fdaf46232f30dff81978205b0ca7db1688015b158bfc94e8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-24T21:07:25Z",
    "title_canon_sha256": "a654df698801570a9a040cb109b698dbbfb325a9c2def1fa89f493a3582b8d6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.09356",
    "kind": "arxiv",
    "version": 1
  }
}