Pith Number

pith:C5RHAJ7E

pith:2019:C5RHAJ7EVZKNZVE6B2ZPYWTSIS

not attested not anchored not stored refs pending

Linear Stochastic Bandits Under Safety Constraints

Christos Thrampoulidis, Mahnoosh Alizadeh, Sanae Amani

arxiv:1908.05814 v1 · 2019-08-16 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C5RHAJ7EVZKNZVE6B2ZPYWTSIS}

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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

Multi-Task Representation Learning for Conservative Linear Bandits

Receipt and verification

First computed	2026-07-04T23:57:53.386916Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17627027e4ae54dcd49e0eb2fc5a7244abf04f2e504b1b9ceb5b673c64370018

Aliases

arxiv: 1908.05814 · arxiv_version: 1908.05814v1 · doi: 10.48550/arxiv.1908.05814 · pith_short_12: C5RHAJ7EVZKN · pith_short_16: C5RHAJ7EVZKNZVE6 · pith_short_8: C5RHAJ7E

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/C5RHAJ7EVZKNZVE6B2ZPYWTSIS \
  | 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: 17627027e4ae54dcd49e0eb2fc5a7244abf04f2e504b1b9ceb5b673c64370018

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec0795af80fe8875b3b5136cecefab33c1ba51808fb2d4b140528a54f380df2b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-16T02:08:24Z",
    "title_canon_sha256": "7d93c3e1ebf07eb1ce0c1ec5f940757fe27d2f7a4d789f113d13400957b4d722"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.05814",
    "kind": "arxiv",
    "version": 1
  }
}