Pith Number

pith:RC35IZXF

pith:2022:RC35IZXF3S3B4N5AJDWKTNOYRW

not attested not anchored not stored refs pending

Sharp bounds on the price of bandit feedback for several models of mistake-bounded online learning

Andrew Lee, Espen Slettnes, Jesse Geneson, Raymond Feng

arxiv:2209.01366 v1 · 2022-09-03 · cs.LG · cs.DM · math.CO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RC35IZXF3S3B4N5AJDWKTNOYRW}

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	2026-07-05T04:54:28.594604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88b7d466e5dcb61e37a048eca9b5d88d9478b8b01631cfe08dcfaaddec5ec03a

Aliases

arxiv: 2209.01366 · arxiv_version: 2209.01366v1 · doi: 10.48550/arxiv.2209.01366 · pith_short_12: RC35IZXF3S3B · pith_short_16: RC35IZXF3S3B4N5A · pith_short_8: RC35IZXF

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/RC35IZXF3S3B4N5AJDWKTNOYRW \
  | 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: 88b7d466e5dcb61e37a048eca9b5d88d9478b8b01631cfe08dcfaaddec5ec03a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f4de59274711b388643a09fa3a0c8c09479f30f1325016cced21d0fa2bfe48d",
    "cross_cats_sorted": [
      "cs.DM",
      "math.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-03T08:29:09Z",
    "title_canon_sha256": "d5eadf3e513b03daec81057003ee0634c999a02e6ab130d7856a9a5b370cef39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.01366",
    "kind": "arxiv",
    "version": 1
  }
}