Pith Number

pith:LVDNQIPF

pith:2022:LVDNQIPFDY6FGIT624KPD6VURB

not attested not anchored not stored refs pending

Autoregressive Generative Modeling with Noise Conditional Maximum Likelihood Estimation

Henry Li, Yuval Kluger

arxiv:2210.10715 v1 · 2022-10-19 · 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{LVDNQIPFDY6FGIT624KPD6VURB}

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.

Receipt and verification

First computed	2026-07-05T05:08:23.008001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d46d821e51e3c53227ed714f1fab48847b124f6a5020aa8dfab0437d4a0cb29

Aliases

arxiv: 2210.10715 · arxiv_version: 2210.10715v1 · doi: 10.48550/arxiv.2210.10715 · pith_short_12: LVDNQIPFDY6F · pith_short_16: LVDNQIPFDY6FGIT6 · pith_short_8: LVDNQIPF

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/LVDNQIPFDY6FGIT624KPD6VURB \
  | 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: 5d46d821e51e3c53227ed714f1fab48847b124f6a5020aa8dfab0437d4a0cb29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "632a91b1733ac203dc1ed743481acd73a9eb0ecd5c8a9a774f1305b9d7362ff8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-19T16:47:51Z",
    "title_canon_sha256": "c680316d205cb1052e35562653c1fb08c719718b1fd3a46694342fdf511da09d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.10715",
    "kind": "arxiv",
    "version": 1
  }
}