Pith. sign in
Pith Number

pith:AQ6MFB3I

pith:2025:AQ6MFB3IBPW4WL2KXFQWZ4J5CT
not attested not anchored not stored refs pending

Towards Aligned Data Forgetting via Twin Machine Unlearning

Fei Gao, Haichao Gao, Haoxuan Ji, Yuhang Wang, Yuyao Sun, Zheng Lin, Zhenxing Niu

arxiv:2501.08615 v2 · 2025-01-15 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AQ6MFB3IBPW4WL2KXFQWZ4J5CT}

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 2026-07-05T10:04:22.137791Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

043cc287680bedcb2f4ab9616cf13d14dc25b230165a6dcbec36bd679c5f9569

Aliases

arxiv: 2501.08615 · arxiv_version: 2501.08615v2 · doi: 10.48550/arxiv.2501.08615 · pith_short_12: AQ6MFB3IBPW4 · pith_short_16: AQ6MFB3IBPW4WL2K · pith_short_8: AQ6MFB3I
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AQ6MFB3IBPW4WL2KXFQWZ4J5CT \
  | 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: 043cc287680bedcb2f4ab9616cf13d14dc25b230165a6dcbec36bd679c5f9569
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "dc59f91c06bfbb2c3e14baa9c0ee28fa47c2e26065d1ffce194d21b2e7cee4f9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-15T06:30:26Z",
    "title_canon_sha256": "91ac1dcf5428a17a045e61e55e382a05fe164258370bbfef0905bd4d06788bb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08615",
    "kind": "arxiv",
    "version": 2
  }
}