Pith Number

pith:H3IAYN4U

pith:2023:H3IAYN4UYW5JMDPGN3ALLXEDMR

not attested not anchored not stored refs pending

Fine-Tuning the Retrieval Mechanism for Tabular Deep Learning

Felix den Breejen, Sangmin Bae, Seoung Hyun Koh, Se-Young Yun, Stephen Cha, Tae-Young Kim

arxiv:2311.07343 v1 · 2023-11-13 · 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{H3IAYN4UYW5JMDPGN3ALLXEDMR}

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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

1 paper in Pith

Position: The Future of Bayesian Prediction Is Prior-Fitted

Receipt and verification

First computed	2026-07-05T07:12:11.632333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ed00c3794c5ba960de66ec0b5dc83646e7e9db5aaa96898df43fed350115ce2

Aliases

arxiv: 2311.07343 · arxiv_version: 2311.07343v1 · doi: 10.48550/arxiv.2311.07343 · pith_short_12: H3IAYN4UYW5J · pith_short_16: H3IAYN4UYW5JMDPG · pith_short_8: H3IAYN4U

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/H3IAYN4UYW5JMDPGN3ALLXEDMR \
  | 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: 3ed00c3794c5ba960de66ec0b5dc83646e7e9db5aaa96898df43fed350115ce2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "011f152d09ea7ae47ad0b748e44d5a89c7ed0a132e94cbff37bd6e8cc5f7bfb0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-13T13:55:52Z",
    "title_canon_sha256": "d665cfc4c4614419bc63a2f06b1b5bce20d7ca0406fd006bc79a6712f00f4374"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07343",
    "kind": "arxiv",
    "version": 1
  }
}