Pith Number

pith:HQ3GRIQU

pith:2015:HQ3GRIQUJTJGO6EX7QJOIJZEZF

not attested not anchored not stored refs pending

Combinatorial Bandits Revisited

Alexandre Proutiere, Marc Lelarge, M. Sadegh Talebi, Richard Combes

arxiv:1502.03475 v3 · 2015-02-11 · cs.LG · math.OC · 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{HQ3GRIQUJTJGO6EX7QJOIJZEZF}

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

Multi-User mmWave Beam and Rate Adaptation via Combinatorial Satisficing Bandits

Receipt and verification

First computed	2026-05-18T01:27:39.397678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c3668a2144cd2677897fc12e42724c972ee2350425e8d88101de02a50f5bbd4

Aliases

arxiv: 1502.03475 · arxiv_version: 1502.03475v3 · doi: 10.48550/arxiv.1502.03475 · pith_short_12: HQ3GRIQUJTJG · pith_short_16: HQ3GRIQUJTJGO6EX · pith_short_8: HQ3GRIQU

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/HQ3GRIQUJTJGO6EX7QJOIJZEZF \
  | 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: 3c3668a2144cd2677897fc12e42724c972ee2350425e8d88101de02a50f5bbd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "295d7d27eeea929b745c60a0969195aab4885888e37b88f63b98ac548fe9139b",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-02-11T22:35:50Z",
    "title_canon_sha256": "60931c6dcff174dc93e27f2fa01628023aabd537464afc3291b74876daadc782"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1502.03475",
    "kind": "arxiv",
    "version": 3
  }
}