Pith Number

pith:G2ILNJ22

pith:2025:G2ILNJ2266QAW6XSRLXWOLQPBA

not attested not anchored not stored refs pending

Online Learning and Unlearning

Amartya Sanyal, Bernhard Sch\"olkopf, Yaxi Hu

arxiv:2505.08557 v1 · 2025-05-13 · 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{G2ILNJ2266QAW6XSRLXWOLQPBA}

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

Unlearning Offline Stochastic Multi-Armed Bandits

Receipt and verification

First computed	2026-07-05T11:02:32.487279Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3690b6a75af7a00b7af28aef672e0f0801e9e4565aab13d5a176f2a05b1ba00b

Aliases

arxiv: 2505.08557 · arxiv_version: 2505.08557v1 · doi: 10.48550/arxiv.2505.08557 · pith_short_12: G2ILNJ2266QA · pith_short_16: G2ILNJ2266QAW6XS · pith_short_8: G2ILNJ22

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/G2ILNJ2266QAW6XSRLXWOLQPBA \
  | 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: 3690b6a75af7a00b7af28aef672e0f0801e9e4565aab13d5a176f2a05b1ba00b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d7f5ebd9c12566c26fd9e62b1bba511d85d8f78fa61e60797e8fb9527651fec",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-13T13:33:36Z",
    "title_canon_sha256": "bae6c834e1cf308881d788ddac24045d2ef272089030a4aa436f4a9f1c05f4c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08557",
    "kind": "arxiv",
    "version": 1
  }
}