Pith Number

pith:U5TKSCZE

pith:2025:U5TKSCZEYWVZ4YA2WKWXKXUWO2

not attested not anchored not stored refs pending

Neural Contextual Bandits Under Delayed Feedback Constraints

Mohammadali Moghimi, Shana Moothedath, Sharu Theresa Jose

arxiv:2504.12086 v1 · 2025-04-16 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U5TKSCZEYWVZ4YA2WKWXKXUWO2}

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.

Receipt and verification

First computed	2026-07-05T10:50:02.441877Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a766a90b24c5ab9e601ab2ad755e96768ac5b43554ea14e739cd83c478d85792

Aliases

arxiv: 2504.12086 · arxiv_version: 2504.12086v1 · doi: 10.48550/arxiv.2504.12086 · pith_short_12: U5TKSCZEYWVZ · pith_short_16: U5TKSCZEYWVZ4YA2 · pith_short_8: U5TKSCZE

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/U5TKSCZEYWVZ4YA2WKWXKXUWO2 \
  | 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: a766a90b24c5ab9e601ab2ad755e96768ac5b43554ea14e739cd83c478d85792

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70fc4dcaf0b57e39ae4d51cbcfef4accaa9efe0ff9fd73f44a0b19951d455ce7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-16T13:47:25Z",
    "title_canon_sha256": "8ba8f352d4b50cb6a6e8fe8114c753fb73cd6ea3f9bf60f960224b76b72e5b6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12086",
    "kind": "arxiv",
    "version": 1
  }
}