Pith Number

pith:IOHH3AG3

pith:2025:IOHH3AG35FCWFPXMJSAHJULONX

not attested not anchored not stored refs pending

(GG) MoE vs. MLP on Tabular Data

Andrei Chernov

arxiv:2502.03608 v1 · 2025-02-05 · 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{IOHH3AG35FCWFPXMJSAHJULONX}

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

Universal Embeddings of Tabular Data

Receipt and verification

First computed	2026-07-05T10:10:12.777471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

438e7d80dbe94562beec4c8074d16e6dc64b001c14c4c3709f6d3b807adee416

Aliases

arxiv: 2502.03608 · arxiv_version: 2502.03608v1 · doi: 10.48550/arxiv.2502.03608 · pith_short_12: IOHH3AG35FCW · pith_short_16: IOHH3AG35FCWFPXM · pith_short_8: IOHH3AG3

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/IOHH3AG35FCWFPXMJSAHJULONX \
  | 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: 438e7d80dbe94562beec4c8074d16e6dc64b001c14c4c3709f6d3b807adee416

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b373f8d37f39fde565d352f0b8a1c7880232bd65e124a39166e6e2310a8ba7b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T20:53:16Z",
    "title_canon_sha256": "908d8d4bc1ad6d0d7706380e2800b33f17cdf03729ac175fa2e7762bf0995132"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03608",
    "kind": "arxiv",
    "version": 1
  }
}