Pith Number

pith:M534KZV5

pith:2021:M534KZV5RPNXNCGJIFBH72HJIT

not attested not anchored not stored refs pending

The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks

Chunlin Sun, Xiaocheng Li, Yinyu Ye

arxiv:2102.06385 v3 · 2021-02-12 · cs.LG · cs.DS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M534KZV5RPNXNCGJIFBH72HJIT}

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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

Quantum Algorithms for Bandits with Knapsacks with Improved Regret and Time Complexities

Receipt and verification

First computed	2026-07-05T02:51:39.052979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6777c566bd8bdb7688c941427fe8e944dbfbcbfe51e0bdeeaea5cf16ef31e360

Aliases

arxiv: 2102.06385 · arxiv_version: 2102.06385v3 · doi: 10.48550/arxiv.2102.06385 · pith_short_12: M534KZV5RPNX · pith_short_16: M534KZV5RPNXNCGJ · pith_short_8: M534KZV5

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/M534KZV5RPNXNCGJIFBH72HJIT \
  | 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: 6777c566bd8bdb7688c941427fe8e944dbfbcbfe51e0bdeeaea5cf16ef31e360

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a14ffe5b0042f7cf3478a13c8596b916c564cf95766a605f743114fea459424",
    "cross_cats_sorted": [
      "cs.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-12T08:14:30Z",
    "title_canon_sha256": "12d114d4475baa46686da491655d1fbf3e2e77bda4f41011d94883609238182b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.06385",
    "kind": "arxiv",
    "version": 3
  }
}