Pith Number

pith:PLNCHLCM

pith:2024:PLNCHLCMWJEEENFCPDWYXHI62J

not attested not anchored not stored refs pending

Linear Contextual Bandits with Interference

Rui Song, Wenbin Lu, Yang Xu

arxiv:2409.15682 v1 · 2024-09-24 · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PLNCHLCMWJEEENFCPDWYXHI62J}

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

1 paper in Pith

Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach

Receipt and verification

First computed	2026-07-05T09:10:58.418308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ada23ac4cb2484234a278ed8b9d1ed2547c2038b381335b5dc8025b647eb177

Aliases

arxiv: 2409.15682 · arxiv_version: 2409.15682v1 · doi: 10.48550/arxiv.2409.15682 · pith_short_12: PLNCHLCMWJEE · pith_short_16: PLNCHLCMWJEEENFC · pith_short_8: PLNCHLCM

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/PLNCHLCMWJEEENFCPDWYXHI62J \
  | 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: 7ada23ac4cb2484234a278ed8b9d1ed2547c2038b381335b5dc8025b647eb177

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9ecbf94837fc7744614a6a315219ecc61d49bc60579e0b0234d8991fb8f8b11",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-24T02:51:00Z",
    "title_canon_sha256": "0378489c206e4d9460c9a2c29911aa3178d5f75ead4c32d9f4985b348a82f6c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15682",
    "kind": "arxiv",
    "version": 1
  }
}