Pith Number

pith:F5OOBSSP

pith:2015:F5OOBSSPGIPQ5TCWGFREDWGONQ

not attested not anchored not stored refs pending

First-order regret bounds for combinatorial semi-bandits

Gergely Neu

arxiv:1502.06354 v2 · 2015-02-23 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F5OOBSSPGIPQ5TCWGFREDWGONQ}

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	2026-05-18T01:55:32.654011Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f5ce0ca4f321f0ecc56316241d8ce6c23f274d67998beb804cc67b21850b834

Aliases

arxiv: 1502.06354 · arxiv_version: 1502.06354v2 · doi: 10.48550/arxiv.1502.06354 · pith_short_12: F5OOBSSPGIPQ · pith_short_16: F5OOBSSPGIPQ5TCW · pith_short_8: F5OOBSSP

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/F5OOBSSPGIPQ5TCWGFREDWGONQ \
  | 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: 2f5ce0ca4f321f0ecc56316241d8ce6c23f274d67998beb804cc67b21850b834

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "992b9e2a12f7aa6fd6025ceda98b767593b3e512ca200df7670229575ea68180",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-02-23T09:12:26Z",
    "title_canon_sha256": "47de39cb4f9fb77417827bf2462cd8ad5c1e97f97cc3e3036977c317ff9c757a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1502.06354",
    "kind": "arxiv",
    "version": 2
  }
}