Pith Number

pith:OMYSCLOC

pith:2019:OMYSCLOCFRK7DBOC26TQQU25O6

not attested not anchored not stored refs pending

Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication

Jiachen Hu, Liwei Wang, Xiaoyu Chen, Yuanhao Wang

arxiv:1904.06309 v2 · 2019-04-12 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OMYSCLOCFRK7DBOC26TQQU25O6}

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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

The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability

Receipt and verification

First computed	2026-05-17T23:44:47.295786Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7331212dc22c55f185c2d7a708535d779cdb9fdaaae12ac04247843257a9276e

Aliases

arxiv: 1904.06309 · arxiv_version: 1904.06309v2 · doi: 10.48550/arxiv.1904.06309 · pith_short_12: OMYSCLOCFRK7 · pith_short_16: OMYSCLOCFRK7DBOC · pith_short_8: OMYSCLOC

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/OMYSCLOCFRK7DBOC26TQQU25O6 \
  | 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: 7331212dc22c55f185c2d7a708535d779cdb9fdaaae12ac04247843257a9276e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34444f1bfcebd905b7f1e25a756a10ff8e03f22232ee308813a0e48f54bc9ce2",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-12T16:32:17Z",
    "title_canon_sha256": "ee59bc900046044202a9a271b241c888878b66b61264a9ce0d9f53c34e684f9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.06309",
    "kind": "arxiv",
    "version": 2
  }
}