Pith Number

pith:ZGQ7PQIM

pith:2025:ZGQ7PQIMUDYXP5QQAVQJAOT4LO

not attested not anchored not stored refs pending

Saving for the future: Enhancing generalization via partial logic regularization

Anh Nguyen, Kaizhu Huang, Qiufeng Wang, Xi Yang, Yijie Hu, Zhaorui Tan

arxiv:2508.15317 v1 · 2025-08-21 · 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{ZGQ7PQIMUDYXP5QQAVQJAOT4LO}

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	2026-07-05T11:57:10.113989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9a1f7c10ca0f177f6100560903a7c5bafb036f31eb836af7060221a7460add7

Aliases

arxiv: 2508.15317 · arxiv_version: 2508.15317v1 · doi: 10.48550/arxiv.2508.15317 · pith_short_12: ZGQ7PQIMUDYX · pith_short_16: ZGQ7PQIMUDYXP5QQ · pith_short_8: ZGQ7PQIM

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/ZGQ7PQIMUDYXP5QQAVQJAOT4LO \
  | 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: c9a1f7c10ca0f177f6100560903a7c5bafb036f31eb836af7060221a7460add7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1fad1aff56df6628f3fa357ccbe59b65f26200cc57cca56d09cdab7b61df052",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-21T07:27:33Z",
    "title_canon_sha256": "e070433b5b1c3d1b3ffe09602467387a595a2e8db3802e8ca51e88841287d445"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.15317",
    "kind": "arxiv",
    "version": 1
  }
}