Pith Number

pith:SDYYAM4U

pith:2015:SDYYAM4UQJEITPUFUSFKAXIAD4

not attested not anchored not stored refs pending

Thompson Sampling for Budgeted Multi-armed Bandits

Haifang Li, Nenghai Yu, Tao Qin, Tie-Yan Liu, Yingce Xia

arxiv:1505.00146 v1 · 2015-05-01 · 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{SDYYAM4UQJEITPUFUSFKAXIAD4}

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

2 papers in Pith

In-Context Decision Making for Optimizing Complex AutoML Pipelines

Budgeted Online Influence Maximization

Receipt and verification

First computed	2026-05-18T02:17:13.387442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90f1803394824889be85a48aa05d001f148e5c4490963e9f68767ca76302c0c0

Aliases

arxiv: 1505.00146 · arxiv_version: 1505.00146v1 · doi: 10.48550/arxiv.1505.00146 · pith_short_12: SDYYAM4UQJEI · pith_short_16: SDYYAM4UQJEITPUF · pith_short_8: SDYYAM4U

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/SDYYAM4UQJEITPUFUSFKAXIAD4 \
  | 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: 90f1803394824889be85a48aa05d001f148e5c4490963e9f68767ca76302c0c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc7941a6e5f04a4d91183a3c9637e93e7e452dc15fae947f8e2209dd2d28c6cd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-05-01T10:35:35Z",
    "title_canon_sha256": "da575a1efd446d0570b17b1265526c09ee1da855e2c24b605b24ad758e4b0ae1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1505.00146",
    "kind": "arxiv",
    "version": 1
  }
}