Pith Number

pith:PUD4NFR7

pith:2024:PUD4NFR7EY5Z5V6YDETC63QBSC

not attested not anchored not stored refs pending

Deep Learning, Machine Learning, Advancing Big Data Analytics and Management

Benji Peng, Bowen Jing, Caitlyn Heqi Yin, Chia Xin Liang, Han Xu, Hong-Ming Tseng, Jiawei Xu, Jinlang Wang, Jintao Ren, Junhao Song, Junjie Yang, Junyu Liu, Keyu Chen, Lawrence K.Q. Yan, Ming Li, Ming Liu, Pohsun Feng, Qian Niu, Sen Zhang, Silin Chen, Tianyang Wang, Weiche Hsieh, Xinyuan Song, Yichao Zhang, Yizhu Wen, Ziqian Bi

arxiv:2412.02187 v1 · 2024-12-03 · 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{PUD4NFR7EY5Z5V6YDETC63QBSC}

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	2026-07-05T09:43:45.730470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d07c6963f263b9ed7d819262f6e0190a4c5e23c2d78532c2c4ad3dd4f4e0b53

Aliases

arxiv: 2412.02187 · arxiv_version: 2412.02187v1 · doi: 10.48550/arxiv.2412.02187 · pith_short_12: PUD4NFR7EY5Z · pith_short_16: PUD4NFR7EY5Z5V6Y · pith_short_8: PUD4NFR7

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/PUD4NFR7EY5Z5V6YDETC63QBSC \
  | 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: 7d07c6963f263b9ed7d819262f6e0190a4c5e23c2d78532c2c4ad3dd4f4e0b53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86c3cd1735a6d969566eecf929b8a8786c0f80855afc601439a29a592c8fdd9e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-03T05:59:34Z",
    "title_canon_sha256": "30b501e8edee7c0ce6ff002a681a0262c6355089f38f54977faf9eb6785b525a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02187",
    "kind": "arxiv",
    "version": 1
  }
}