Pith Number

pith:LJFZ2EKC

pith:2023:LJFZ2EKCUFZENAYGICWHIAOGZX

not attested not anchored not stored refs pending

Where to Diffuse, How to Diffuse, and How to Get Back: Automated Learning for Multivariate Diffusions

Mark Goldstein, Raghav Singhal, Rajesh Ranganath

arxiv:2302.07261 v2 · 2023-02-14 · 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{LJFZ2EKCUFZENAYGICWHIAOGZX}

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

Free energy Estimation on Any State Space

Receipt and verification

First computed	2026-07-05T05:47:34.598852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a4b9d1142a17246830640ac7401c6cdcd7edb36dbad0641938391fd68a1e434

Aliases

arxiv: 2302.07261 · arxiv_version: 2302.07261v2 · doi: 10.48550/arxiv.2302.07261 · pith_short_12: LJFZ2EKCUFZE · pith_short_16: LJFZ2EKCUFZENAYG · pith_short_8: LJFZ2EKC

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/LJFZ2EKCUFZENAYGICWHIAOGZX \
  | 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: 5a4b9d1142a17246830640ac7401c6cdcd7edb36dbad0641938391fd68a1e434

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05a22c16709ea640af4e35e0dd75846f4518868f025bc24154357c0f3b455965",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-14T18:57:04Z",
    "title_canon_sha256": "1993f3d9fe3adc5832d10d1adc64e65392b1073822753c53da9c449fd43d7f7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07261",
    "kind": "arxiv",
    "version": 2
  }
}