Pith Number

pith:XO656BN5

pith:2022:XO656BN53YY6J4ZA5VY3RYPXIN

not attested not anchored not stored refs pending

Stability Based Generalization Bounds for Exponential Family Langevin Dynamics

Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou

arxiv:2201.03064 v2 · 2022-01-09 · 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{XO656BN53YY6J4ZA5VY3RYPXIN}

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	2026-07-05T05:12:10.203353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbbddf05bdde31e4f320ed71b8e1f7435bfc48e496c05b36d02a74f72a401080

Aliases

arxiv: 2201.03064 · arxiv_version: 2201.03064v2 · doi: 10.48550/arxiv.2201.03064 · pith_short_12: XO656BN53YY6 · pith_short_16: XO656BN53YY6J4ZA · pith_short_8: XO656BN5

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/XO656BN53YY6J4ZA5VY3RYPXIN \
  | 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: bbbddf05bdde31e4f320ed71b8e1f7435bfc48e496c05b36d02a74f72a401080

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53467a95508b4c3b041b15add0268a05486281ff50b1437aa9f8051942dd1428",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-09T18:15:22Z",
    "title_canon_sha256": "b2f0788f45e18123d79ba700caa7a54e2ee4b9edd067eb11a3fc973f5ba15a01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.03064",
    "kind": "arxiv",
    "version": 2
  }
}