Pith Number

pith:NSZDLFJM

pith:2026:NSZDLFJMPHEW7F67XQYHUVIDH7

not attested not anchored not stored refs pending

Linear and Neural Dueling Bandits with Delayed Feedback

Jie Mao, Mingze Kong, Pingchen Lu, Xiangyi Wang, Zhi Hong, Zhiyong Wang, Zhongxiang Dai

arxiv:2605.26554 v1 · 2026-05-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NSZDLFJMPHEW7F67XQYHUVIDH7}

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	2026-05-27T01:05:26.167096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cb235952c79c96f97dfbc307a55033ff43c4db0027da3de69a23119f9f7aea0

Aliases

arxiv: 2605.26554 · arxiv_version: 2605.26554v1 · doi: 10.48550/arxiv.2605.26554 · pith_short_12: NSZDLFJMPHEW · pith_short_16: NSZDLFJMPHEW7F67 · pith_short_8: NSZDLFJM

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/NSZDLFJMPHEW7F67XQYHUVIDH7 \
  | 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: 6cb235952c79c96f97dfbc307a55033ff43c4db0027da3de69a23119f9f7aea0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbe992b86069925f9ae01a3c3555a0d471d48438d97c3e366241c0f929be806c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-26T05:07:25Z",
    "title_canon_sha256": "cf8ffe090250c59d8c973a3f1ef6e794f70b9486b9eb1a1ce42c0d5779354f76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26554",
    "kind": "arxiv",
    "version": 1
  }
}