Pith Number

pith:KZ4EWVOC

pith:2021:KZ4EWVOCEQGE5J6O63OOPA7G2D

not attested not anchored not stored refs pending

Higher Order Generalization Error for First Order Discretization of Langevin Diffusion

Maxime Gazeau, Mufan Bill Li

arxiv:2102.06229 v1 · 2021-02-11 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KZ4EWVOCEQGE5J6O63OOPA7G2D}

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	2026-07-05T02:14:45.932735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56784b55c2240c4ea7cef6dce783e6d0dcbb309a127f1716542600be1888a04c

Aliases

arxiv: 2102.06229 · arxiv_version: 2102.06229v1 · doi: 10.48550/arxiv.2102.06229 · pith_short_12: KZ4EWVOCEQGE · pith_short_16: KZ4EWVOCEQGE5J6O · pith_short_8: KZ4EWVOC

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/KZ4EWVOCEQGE5J6O63OOPA7G2D \
  | 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: 56784b55c2240c4ea7cef6dce783e6d0dcbb309a127f1716542600be1888a04c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04bfbd0ebb9ddd5a73a1e5f02f39b7fc1cd61b901ee59a3b50e611410355f5d9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-02-11T19:16:03Z",
    "title_canon_sha256": "9b64ae78abc4d5f044875631ee401aaec6ca85621a40a5b8b23fa896714031f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.06229",
    "kind": "arxiv",
    "version": 1
  }
}