Pith Number

pith:XSGL2NGC

pith:2024:XSGL2NGCZT2JEX7AUYJEWBLSM4

not attested not anchored not stored refs pending

Replicable Online Learning

Avrim Blum, Saba Ahmadi, Siddharth Bhandari

arxiv:2411.13730 v1 · 2024-11-20 · 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{XSGL2NGCZT2JEX7AUYJEWBLSM4}

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

Replicable Bandits with UCB based Exploration

Receipt and verification

First computed	2026-07-05T09:38:36.389697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc8cbd34c2ccf4925fe0a6124b05726717cb2e9e9dbe23696392796a1b56a7a6

Aliases

arxiv: 2411.13730 · arxiv_version: 2411.13730v1 · doi: 10.48550/arxiv.2411.13730 · pith_short_12: XSGL2NGCZT2J · pith_short_16: XSGL2NGCZT2JEX7A · pith_short_8: XSGL2NGC

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/XSGL2NGCZT2JEX7AUYJEWBLSM4 \
  | 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: bc8cbd34c2ccf4925fe0a6124b05726717cb2e9e9dbe23696392796a1b56a7a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d310fa9a6cc3717f84965883e34ea6be3c80d02edff071afe3d76d6b55eb2dcc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-20T22:10:37Z",
    "title_canon_sha256": "5a91e91064957db594d100ab56408fed0db453f75f10368873d5b43168ed28d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13730",
    "kind": "arxiv",
    "version": 1
  }
}