Pith Number

pith:XG6ZY5JY

pith:2024:XG6ZY5JYFV44DY5XFPPT5MMZ4W

not attested not anchored not stored refs pending

Improved Regret for Bandit Convex Optimization with Delayed Feedback

Chang Yao, Lijun Zhang, Mingli Song, Yuanyu Wan

arxiv:2402.09152 v2 · 2024-02-14 · 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{XG6ZY5JYFV44DY5XFPPT5MMZ4W}

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

Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting

Receipt and verification

First computed	2026-07-05T08:35:41.855550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9bd9c75382d79c1e3b72bdf3eb199e5994058d3659289da601886c902856f9c

Aliases

arxiv: 2402.09152 · arxiv_version: 2402.09152v2 · doi: 10.48550/arxiv.2402.09152 · pith_short_12: XG6ZY5JYFV44 · pith_short_16: XG6ZY5JYFV44DY5X · pith_short_8: XG6ZY5JY

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/XG6ZY5JYFV44DY5XFPPT5MMZ4W \
  | 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: b9bd9c75382d79c1e3b72bdf3eb199e5994058d3659289da601886c902856f9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1f38c7fd3d74d03e028bf919dd5baa6e097175298375a0ca9da02de95367e63",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-14T13:08:26Z",
    "title_canon_sha256": "6358f87b4b08c2e40a09ee3aed748a35c29ac2706f6698e133d6034017c3fab7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09152",
    "kind": "arxiv",
    "version": 2
  }
}