Pith Number

pith:VHV2XPIO

pith:2022:VHV2XPIOPXAJKH76P3MPH3IF46

not attested not anchored not stored refs pending

Evaluating Machine Unlearning via Epistemic Uncertainty

Alexander Becker, Thomas Liebig

arxiv:2208.10836 v2 · 2022-08-23 · 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{VHV2XPIOPXAJKH76P3MPH3IF46}

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

4 papers in Pith

Machine Unlearning: A Comprehensive Survey

Towards Reliable Forgetting: A Survey on Machine Unlearning Verification

SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation

Representation-Guided Parameter-Efficient LLM Unlearning

Receipt and verification

First computed	2026-07-05T04:58:38.866192Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9ebabbd0e7dc0951ffe7ed8f3ed05e7b84814aaee0b62fe669337dcc440c950

Aliases

arxiv: 2208.10836 · arxiv_version: 2208.10836v2 · doi: 10.48550/arxiv.2208.10836 · pith_short_12: VHV2XPIOPXAJ · pith_short_16: VHV2XPIOPXAJKH76 · pith_short_8: VHV2XPIO

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/VHV2XPIOPXAJKH76P3MPH3IF46 \
  | 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: a9ebabbd0e7dc0951ffe7ed8f3ed05e7b84814aaee0b62fe669337dcc440c950

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "341febc49988e78bb563941cdb22d84e1888600a04a22efa69cf9b67a9498ed4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-23T09:37:31Z",
    "title_canon_sha256": "e56a13152c512cd8757e0414e99cfff18a558e433a671ff38f528bd8b6af7eb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10836",
    "kind": "arxiv",
    "version": 2
  }
}