Pith Number

pith:LWR33LOI

pith:2024:LWR33LOIGCYIBH3JHF2LZY5G35

not attested not anchored not stored refs pending

Pretraining with random noise for uncertainty calibration

Jeonghwan Cheon, Se-Bum Paik

arxiv:2412.17411 v2 · 2024-12-23 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LWR33LOIGCYIBH3JHF2LZY5G35}

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

One-Time Soft Alignment Enables Resilient Learning without Weight Transport

Receipt and verification

First computed	2026-07-05T10:40:15.789749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5da3bdadc830b0809f693974bce3a6df7a2c44dc6bcfcd20a4f758c7e6885603

Aliases

arxiv: 2412.17411 · arxiv_version: 2412.17411v2 · doi: 10.48550/arxiv.2412.17411 · pith_short_12: LWR33LOIGCYI · pith_short_16: LWR33LOIGCYIBH3J · pith_short_8: LWR33LOI

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/LWR33LOIGCYIBH3JHF2LZY5G35 \
  | 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: 5da3bdadc830b0809f693974bce3a6df7a2c44dc6bcfcd20a4f758c7e6885603

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b9f0df7469a8fcd5a2130d3c6547a3d44de74fe5126fbca640c5ce270103550",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-23T09:22:00Z",
    "title_canon_sha256": "34fba0c7c88ffddccefca78f6befc7d1afb1c609327043205b12b229fa40a6af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17411",
    "kind": "arxiv",
    "version": 2
  }
}