Pith Number

pith:F3GFXPOA

pith:2025:F3GFXPOATOOSR5Y7KQHIF6GEVY

not attested not anchored not stored refs pending

TabFlex: Scaling Tabular Learning to Millions with Linear Attention

Andreas C Mueller, Tuan Dinh, Wonjun Kang, Yuchen Zeng

arxiv:2506.05584 v1 · 2025-06-05 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F3GFXPOATOOSR5Y7KQHIF6GEVY}

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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

4 papers in Pith

Privacy Vulnerabilities of Attention Layers in Tabular Foundation Models and Protection of High-Risk Queries

Are Tabular Foundation Models Robust to Realistic Query Distribution Shifts in Microbiome Data?

CRUMB: Efficient Prior Fitted Network Inference via Distributionally Matched Context Batching

When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach

Receipt and verification

First computed	2026-07-05T11:17:06.307727Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ecc5bbdc09b9d28f71f540e82f8c4ae1839d7d83c5edd5d972a9792f3395696

Aliases

arxiv: 2506.05584 · arxiv_version: 2506.05584v1 · doi: 10.48550/arxiv.2506.05584 · pith_short_12: F3GFXPOATOOS · pith_short_16: F3GFXPOATOOSR5Y7 · pith_short_8: F3GFXPOA

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/F3GFXPOATOOSR5Y7KQHIF6GEVY \
  | 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: 2ecc5bbdc09b9d28f71f540e82f8c4ae1839d7d83c5edd5d972a9792f3395696

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54f67704e11259cce3d2a9ec91296eeeabfdef47c081f53e9184174d3d20520e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-05T20:59:33Z",
    "title_canon_sha256": "c5e67631a48fd5605b1620f8e77ded92ebbb75de161090ddaeca35ced35361ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05584",
    "kind": "arxiv",
    "version": 1
  }
}