Pith Number

pith:777LAMYG

pith:2023:777LAMYGKOTAPVBZBDGHHWYTVP

not attested not anchored not stored refs pending

Random Smoothing Regularization in Kernel Gradient Descent Learning

Donghao Li, Jiahang Jiang, Liang Ding, Tianyang Hu, Wenjia Wang, Yuan Yao

arxiv:2305.03531 v2 · 2023-05-05 · 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{777LAMYGKOTAPVBZBDGHHWYTVP}

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	2026-07-05T06:09:21.932089Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fffeb0330653a607d43908cc73db13abfbabc73094858544587287edb5bda486

Aliases

arxiv: 2305.03531 · arxiv_version: 2305.03531v2 · doi: 10.48550/arxiv.2305.03531 · pith_short_12: 777LAMYGKOTA · pith_short_16: 777LAMYGKOTAPVBZ · pith_short_8: 777LAMYG

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/777LAMYGKOTAPVBZBDGHHWYTVP \
  | 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: fffeb0330653a607d43908cc73db13abfbabc73094858544587287edb5bda486

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "095e89b33c3fbdb52c189fc5b889d8d675156dfa8d57042cda3fddfbc698a759",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-05-05T13:37:34Z",
    "title_canon_sha256": "3224ec4a45029f36cdb96ab1fd89241bc5ee63243d1057359886bc01a4cca6e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.03531",
    "kind": "arxiv",
    "version": 2
  }
}