Pith Number

pith:5UGMBL4K

pith:2024:5UGMBL4KUWZN6ACKYRLDI3KJLS

not attested not anchored not stored refs pending

Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening

Alexandra Brintrup, Jack Foster, Stefan Schoepf

arxiv:2402.10098 v1 · 2024-02-06 · 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{5UGMBL4KUWZN6ACKYRLDI3KJLS}

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

Module-Aware Parameter-Efficient Machine Unlearning on Transformers

Receipt and verification

First computed	2026-07-05T07:45:41.375059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed0cc0af8aa5b2df004ac456346d495cadeeafb1e9710050bb87245105c37064

Aliases

arxiv: 2402.10098 · arxiv_version: 2402.10098v1 · doi: 10.48550/arxiv.2402.10098 · pith_short_12: 5UGMBL4KUWZN · pith_short_16: 5UGMBL4KUWZN6ACK · pith_short_8: 5UGMBL4K

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/5UGMBL4KUWZN6ACKYRLDI3KJLS \
  | 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: ed0cc0af8aa5b2df004ac456346d495cadeeafb1e9710050bb87245105c37064

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e91f920e3cc710a6ef5e6086d43b87aff3df4781908aa5d06eb855353a845177",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-06T14:04:31Z",
    "title_canon_sha256": "74c61e160fba3a1cc501686ff1d087a3b839b00ed0cc68afb57411c6cd0ceb83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10098",
    "kind": "arxiv",
    "version": 1
  }
}