Pith Number

pith:XXPS5YYV

pith:2024:XXPS5YYVSW6BD32BLV43TR3VSU

not attested not anchored not stored refs pending

Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs

Danny Z. Chen, Jiahuan Yan, Jian Wu, Jintai Chen, Qianxing Wang

arxiv:2407.09790 v1 · 2024-07-13 · 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{XXPS5YYVSW6BD32BLV43TR3VSU}

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	2026-07-05T08:43:34.750611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bddf2ee31595bc11ef415d79b9c775953c20c7775fa3e359f46ece51ef615af6

Aliases

arxiv: 2407.09790 · arxiv_version: 2407.09790v1 · doi: 10.48550/arxiv.2407.09790 · pith_short_12: XXPS5YYVSW6B · pith_short_16: XXPS5YYVSW6BD32B · pith_short_8: XXPS5YYV

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/XXPS5YYVSW6BD32BLV43TR3VSU \
  | 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: bddf2ee31595bc11ef415d79b9c775953c20c7775fa3e359f46ece51ef615af6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c855b9734a328e50d437ae2e7000596b028fbf7572e40fb2228907d5edaedad",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-13T07:13:32Z",
    "title_canon_sha256": "dc08e73134ff547c3eb960aa34b8875fc005fa1dd04e0d4e5043390d2f0c91cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09790",
    "kind": "arxiv",
    "version": 1
  }
}