Pith Number

pith:I4GBO2KL

pith:2025:I4GBO2KLLZ2ZO7X7VLK7JLQ3HJ

not attested not anchored not stored refs pending

Machine Unlearning for Streaming Forgetting

Alina Bialkowski, Chenhao Zhang, Miao Xu, Shaofei Shen, Weitong Chen, Yawen Zhao

arxiv:2507.15280 v1 · 2025-07-21 · 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{I4GBO2KLLZ2ZO7X7VLK7JLQ3HJ}

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

Form and Function: Machine Unlearning as a Problem of Misaligned States

Receipt and verification

First computed	2026-07-05T11:40:21.839461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

470c17694b5e75977effaad5f4ae1b3a5cdc21e08920c1165ec3c8f219f3a8ac

Aliases

arxiv: 2507.15280 · arxiv_version: 2507.15280v1 · doi: 10.48550/arxiv.2507.15280 · pith_short_12: I4GBO2KLLZ2Z · pith_short_16: I4GBO2KLLZ2ZO7X7 · pith_short_8: I4GBO2KL

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/I4GBO2KLLZ2ZO7X7VLK7JLQ3HJ \
  | 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: 470c17694b5e75977effaad5f4ae1b3a5cdc21e08920c1165ec3c8f219f3a8ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e872f655bb87c19711b39db82a15fd23153f29d146363de97928d1a30e2f65a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-21T06:30:25Z",
    "title_canon_sha256": "c6a0ede7cf54e58b73d54d0f8be1057877c22c4be254fcb11e32a8bcf64196a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15280",
    "kind": "arxiv",
    "version": 1
  }
}