Pith Number

pith:QMUMUEP6

pith:2024:QMUMUEP6LJFHIELRDLUNLQFCY6

not attested not anchored not stored refs pending

TFWT: Tabular Feature Weighting with Transformer

Kunpeng Liu, Lu Jiang, Pengfei Wang, Wanfu Gao, Xinhao Zhang, Zaitian Wang

arxiv:2405.08403 v2 · 2024-05-14 · 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{QMUMUEP6LJFHIELRDLUNLQFCY6}

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

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Receipt and verification

First computed	2026-07-05T08:20:11.709233Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8328ca11fe5a4a7411711ae8d5c0a2c78207521abaf2a79b5bf3544dcc5b1d15

Aliases

arxiv: 2405.08403 · arxiv_version: 2405.08403v2 · doi: 10.48550/arxiv.2405.08403 · pith_short_12: QMUMUEP6LJFH · pith_short_16: QMUMUEP6LJFHIELR · pith_short_8: QMUMUEP6

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/QMUMUEP6LJFHIELRDLUNLQFCY6 \
  | 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: 8328ca11fe5a4a7411711ae8d5c0a2c78207521abaf2a79b5bf3544dcc5b1d15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0676f460d8e92318aca079982276401960bb8d07c0385ea2c0e2d0dba96f77f6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-14T07:56:09Z",
    "title_canon_sha256": "e238aeca2585953a2c6888a8bcc314268e9595534077554c93ceb7aa358ddffc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.08403",
    "kind": "arxiv",
    "version": 2
  }
}