Pith Number

pith:JBJKLKQG

pith:2020:JBJKLKQGPJEYE262IZW4QDAUQZ

not attested not anchored not stored refs pending

A General Theory of the Stochastic Linear Bandit and Its Applications

Mohsen Bayati, Nima Hamidi

arxiv:2002.05152 v4 · 2020-02-12 · 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{JBJKLKQGPJEYE262IZW4QDAUQZ}

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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

Minimax Rate-Optimal Algorithms for High-Dimensional Stochastic Linear Bandits

Receipt and verification

First computed	2026-07-05T04:10:33.696966Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4852a5aa067a49826bda466dc80c148658d4eeb273e60203411c6858eb9f158a

Aliases

arxiv: 2002.05152 · arxiv_version: 2002.05152v4 · doi: 10.48550/arxiv.2002.05152 · pith_short_12: JBJKLKQGPJEY · pith_short_16: JBJKLKQGPJEYE262 · pith_short_8: JBJKLKQG

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/JBJKLKQGPJEYE262IZW4QDAUQZ \
  | 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: 4852a5aa067a49826bda466dc80c148658d4eeb273e60203411c6858eb9f158a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85c8872e7fd3e984cc1dc8f8d366fe91d7c7af36d815e699abf161d4378f8d14",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-12T18:54:41Z",
    "title_canon_sha256": "f7bebd675faf5469d46ea7b1090f94c7abe5f90836d30ed616e4fb34e69e5728"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.05152",
    "kind": "arxiv",
    "version": 4
  }
}