Pith Number

pith:63FBEDIA

pith:2024:63FBEDIAXXUVV2YJV7KRAVMNOE

not attested not anchored not stored refs pending

A Survey on Deep Tabular Learning

Ahmed Hossain, Gian Antariksa, Shriyank Somvanshi, Subasish Das, Syed Aaqib Javed

arxiv:2410.12034 v1 · 2024-10-15 · 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{63FBEDIAXXUVV2YJV7KRAVMNOE}

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

3 papers in Pith

Tabular Data with Class Imbalance: Predicting Electric Vehicle Crash Severity with Pretrained Transformers (TabPFN) and Mamba-Based Models

Multivariate Uncertainty Quantification with Tomographic Quantile Forests

From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning

Receipt and verification

First computed	2026-07-05T09:21:13.140488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6ca120d00bde95aeb09afd510558d711f35fa66301c74b22d2cee6e39b97443

Aliases

arxiv: 2410.12034 · arxiv_version: 2410.12034v1 · doi: 10.48550/arxiv.2410.12034 · pith_short_12: 63FBEDIAXXUV · pith_short_16: 63FBEDIAXXUVV2YJ · pith_short_8: 63FBEDIA

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/63FBEDIAXXUVV2YJV7KRAVMNOE \
  | 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: f6ca120d00bde95aeb09afd510558d711f35fa66301c74b22d2cee6e39b97443

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26f133f7f66112a36713987c12556eb5c69426b6a8efc7df972b0af9fdcdb19b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-15T20:08:08Z",
    "title_canon_sha256": "a932e63e832543fd6bfe39010280d870a5382eaada79a3f13371caf22e556156"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12034",
    "kind": "arxiv",
    "version": 1
  }
}