Pith Number

pith:WAD5YH36

pith:2023:WAD5YH36QCBZXNTYXWFKBX6JXL

not attested not anchored not stored refs pending

A GPU-Accelerated Moving-Horizon Algorithm for Training Deep Classification Trees on Large Datasets

Chaojie Ji, Jiayang Ren, Kaixun Hua, Liang Cao, Morimasa Okamoto, Qiangqiang Mao, Valent\'in Osuna-Enciso, Yankai Cao

arxiv:2311.06952 v1 · 2023-11-12 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WAD5YH36QCBZXNTYXWFKBX6JXL}

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	2026-07-05T07:12:05.997796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b007dc1f7e80839bb678bd8aa0dfc9bac08b1091a6ed1d328231eaef7044a0b5

Aliases

arxiv: 2311.06952 · arxiv_version: 2311.06952v1 · doi: 10.48550/arxiv.2311.06952 · pith_short_12: WAD5YH36QCBZ · pith_short_16: WAD5YH36QCBZXNTY · pith_short_8: WAD5YH36

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/WAD5YH36QCBZXNTYXWFKBX6JXL \
  | 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: b007dc1f7e80839bb678bd8aa0dfc9bac08b1091a6ed1d328231eaef7044a0b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ed31a00681923ffa7dbc8c429d745ab7857d7a7df1a28a545a4bdbc0ad2e516",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-12T20:34:00Z",
    "title_canon_sha256": "e7cf1e22086e3a45be36b2b48dcea6a63dc26d123a51a0a54592b97027140730"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.06952",
    "kind": "arxiv",
    "version": 1
  }
}