Pith Number

pith:EAHRYKJB

pith:2023:EAHRYKJBEV3OFB3MDZSXVNL4TH

not attested not anchored not stored refs pending

An Adaptive Policy to Employ Sharpness-Aware Minimization

Hansi Yang, James Kwok, Weisen Jiang, Yu Zhang

arxiv:2304.14647 v1 · 2023-04-28 · 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{EAHRYKJBEV3OFB3MDZSXVNL4TH}

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

A Faster Path to Continual Learning

Receipt and verification

First computed	2026-07-05T06:05:19.452749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

200f1c29212576e2876c1e657ab57c99db0cf8ae32dd24e00272c35275715330

Aliases

arxiv: 2304.14647 · arxiv_version: 2304.14647v1 · doi: 10.48550/arxiv.2304.14647 · pith_short_12: EAHRYKJBEV3O · pith_short_16: EAHRYKJBEV3OFB3M · pith_short_8: EAHRYKJB

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/EAHRYKJBEV3OFB3MDZSXVNL4TH \
  | 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: 200f1c29212576e2876c1e657ab57c99db0cf8ae32dd24e00272c35275715330

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba99bc52a8b728221294d9c9f9b66c2c2a5553f9cf5746d48c30cb01a576832d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-28T06:23:32Z",
    "title_canon_sha256": "1cbb4f820fd126d2e76ab65ad35fb74586670fce773443acc31b70523c3d63b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.14647",
    "kind": "arxiv",
    "version": 1
  }
}