Pith Number

pith:VHHDWUTU

pith:2025:VHHDWUTUYBNYBNZODLTVJTWIFJ

not attested not anchored not stored refs pending

Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting

Lijun Zhang, Sifan Yang, Yuanyu Wan

arxiv:2508.00523 v1 · 2025-08-01 · 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{VHHDWUTUYBNYBNZODLTVJTWIFJ}

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	2026-07-05T11:46:57.495955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9ce3b5274c05b80b72e1ae754cec82a59f776b61bb4c501ac566c19bcd7c6eb

Aliases

arxiv: 2508.00523 · arxiv_version: 2508.00523v1 · doi: 10.48550/arxiv.2508.00523 · pith_short_12: VHHDWUTUYBNY · pith_short_16: VHHDWUTUYBNYBNZO · pith_short_8: VHHDWUTU

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/VHHDWUTUYBNYBNZODLTVJTWIFJ \
  | 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: a9ce3b5274c05b80b72e1ae754cec82a59f776b61bb4c501ac566c19bcd7c6eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d1b648f9a177e6d22d55def20f80a6608f1160122bb7e523740ba03ffaa90ca",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-01T11:00:19Z",
    "title_canon_sha256": "9b5388ee366071995a5f68b24a6fade59f1d3b1084562af7c3bf080e3b418da3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00523",
    "kind": "arxiv",
    "version": 1
  }
}