Pith Number

pith:RLO5J5PK

pith:2024:RLO5J5PKL2BHP2DCQ4RYF6QSWQ

not attested not anchored not stored refs pending

Efficient pooling of predictions via kernel embeddings

David Ginsbourger, Johanna Ziegel, Sam Allen

arxiv:2411.16246 v1 · 2024-11-25 · stat.ML · 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{RLO5J5PKL2BHP2DCQ4RYF6QSWQ}

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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

A Kernel Score Perspective on Forecast Disagreement and the Linear Pool

Receipt and verification

First computed	2026-07-05T09:40:06.539029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8addd4f5ea5e8277e862872382fa12b4166cd5c58870a86b021b37521e2524b5

Aliases

arxiv: 2411.16246 · arxiv_version: 2411.16246v1 · doi: 10.48550/arxiv.2411.16246 · pith_short_12: RLO5J5PKL2BH · pith_short_16: RLO5J5PKL2BHP2DC · pith_short_8: RLO5J5PK

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/RLO5J5PKL2BHP2DCQ4RYF6QSWQ \
  | 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: 8addd4f5ea5e8277e862872382fa12b4166cd5c58870a86b021b37521e2524b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a51221c8127d4e9a408e3e0d41406b29f6f73c689b89fd224976f8bc9ebf47c8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-11-25T10:04:37Z",
    "title_canon_sha256": "993ed0d1443db3f1f013d928e189be5e488d49cc5b0bf9f63f1883019c4d7a7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16246",
    "kind": "arxiv",
    "version": 1
  }
}