Pith Number

pith:ZT5OIHXD

pith:2024:ZT5OIHXDF6AQIQWTDONE4BSDUX

not attested not anchored not stored refs pending

TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks

Benjamin Feuer, Chinmay Hegde, Colin White, Frank Hutter, Micah Goldblum, Niv Cohen, Robin Tibor Schirrmeister, Valeriia Cherepanova

arxiv:2402.11137 v3 · 2024-02-17 · 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{ZT5OIHXDF6AQIQWTDONE4BSDUX}

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

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

Testing for Single-Population Ancestry in the Admixture Model

TabICL: A Tabular Foundation Model for In-Context Learning on Large Data

Receipt and verification

First computed	2026-07-05T09:23:03.374716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccfae41ee32f810442d31b9a4e0643a5c40c2b3d307f78a45cadfa301cf71d77

Aliases

arxiv: 2402.11137 · arxiv_version: 2402.11137v3 · doi: 10.48550/arxiv.2402.11137 · pith_short_12: ZT5OIHXDF6AQ · pith_short_16: ZT5OIHXDF6AQIQWT · pith_short_8: ZT5OIHXD

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/ZT5OIHXDF6AQIQWTDONE4BSDUX \
  | 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: ccfae41ee32f810442d31b9a4e0643a5c40c2b3d307f78a45cadfa301cf71d77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64d0c75d81737689cc8218f3d91d95af225cec4bb437c3d725a687ef8e2c6293",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-17T00:02:23Z",
    "title_canon_sha256": "201f24693f822e7bbfa468672577e75b73c070470f3b20d3635fe94527f061e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11137",
    "kind": "arxiv",
    "version": 3
  }
}