Pith Number

pith:IBVVZRK2

pith:2023:IBVVZRK2IO34KQU6PSUSRVCGJG

not attested not anchored not stored refs pending

FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs

Ambrish Rawat, Anisa Halimi, Nathalie Baracaldo, Swanand Ravindra Kadhe

arxiv:2312.07420 v1 · 2023-12-12 · cs.LG · cs.CY

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IBVVZRK2IO34KQU6PSUSRVCGJG}

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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

Representation-Guided Parameter-Efficient LLM Unlearning

Receipt and verification

First computed	2026-07-05T07:23:19.503869Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

406b5cc55a43b7c5429e7ca928d44649b707431101c85704171846fc1fce071c

Aliases

arxiv: 2312.07420 · arxiv_version: 2312.07420v1 · doi: 10.48550/arxiv.2312.07420 · pith_short_12: IBVVZRK2IO34 · pith_short_16: IBVVZRK2IO34KQU6 · pith_short_8: IBVVZRK2

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/IBVVZRK2IO34KQU6PSUSRVCGJG \
  | 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: 406b5cc55a43b7c5429e7ca928d44649b707431101c85704171846fc1fce071c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88a52d25afd2fea3a68799bf9112a039e1d325bf328405ebcb8e3429b7e7c72f",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-12T16:44:47Z",
    "title_canon_sha256": "c39242414f36c98f8c8b3bec6d73f52d1178dc5ce09cbd43e48c83be7064040a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.07420",
    "kind": "arxiv",
    "version": 1
  }
}