Pith Number

pith:G2ZTL2QE

pith:2019:G2ZTL2QEXU3GWBOXUGPXBU7WUP

not attested not anchored not stored refs pending

Constrained Thompson Sampling for Wireless Link Optimization

Hugo Tullberg, Ion Stoica, Joakim Jald\'en, Joseph E. Gonzalez, Vidit Saxena

arxiv:1902.11102 v2 · 2019-02-28 · cs.LG · cs.NI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G2ZTL2QEXU3GWBOXUGPXBU7WUP}

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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

Constrained Thompson Sampling for Real-Time Electricity Pricing with Grid Reliability Constraints

Receipt and verification

First computed	2026-07-05T00:55:56.425733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36b335ea04bd366b05d7a19f70d3f6a3cf48c186149cb9f01b5e48e390deffb2

Aliases

arxiv: 1902.11102 · arxiv_version: 1902.11102v2 · doi: 10.48550/arxiv.1902.11102 · pith_short_12: G2ZTL2QEXU3G · pith_short_16: G2ZTL2QEXU3GWBOX · pith_short_8: G2ZTL2QE

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/G2ZTL2QEXU3GWBOXUGPXBU7WUP \
  | 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: 36b335ea04bd366b05d7a19f70d3f6a3cf48c186149cb9f01b5e48e390deffb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62c6125a8f1d2c75d1776ab34dc564ecbe18603b7ccf2c7572deaf09b8046991",
    "cross_cats_sorted": [
      "cs.NI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-28T14:36:28Z",
    "title_canon_sha256": "17165e1d909fa0804a4f2fab649a30c3f56729a744d9a330f6d00932dd9287f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.11102",
    "kind": "arxiv",
    "version": 2
  }
}