Pith Number

pith:LMGFO6OK

pith:2017:LMGFO6OKF6WYV3R3AFL5RE64O6

not attested not anchored not stored refs pending

Sparse Stochastic Bandits

Claire Vernade, Joon Kwon, Vianney Perchet

arxiv:1706.01383 v1 · 2017-06-05 · 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{LMGFO6OKF6WYV3R3AFL5RE64O6}

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

Covariance-adapting algorithm for semi-bandits with application to sparse rewards

Receipt and verification

First computed	2026-05-18T00:43:03.714149Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b0c5779ca2fad8aee3b0157d893dc77b08a379ae7250a603cdb0b86445b85ec

Aliases

arxiv: 1706.01383 · arxiv_version: 1706.01383v1 · doi: 10.48550/arxiv.1706.01383 · pith_short_12: LMGFO6OKF6WY · pith_short_16: LMGFO6OKF6WYV3R3 · pith_short_8: LMGFO6OK

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/LMGFO6OKF6WYV3R3AFL5RE64O6 \
  | 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: 5b0c5779ca2fad8aee3b0157d893dc77b08a379ae7250a603cdb0b86445b85ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f00077217934f728a5486c9eca20a5ffe10fdc030e1204a2214c8a5e2e046526",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-05T15:46:52Z",
    "title_canon_sha256": "31778f543ca5b2f46ab39e382f492cbb53516781d732e1dd21dfa7b4e5902ce8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.01383",
    "kind": "arxiv",
    "version": 1
  }
}