Pith Number

pith:EXSVH5IT

pith:2023:EXSVH5ITFV3U4OAPGMPPSAJ4BO

not attested not anchored not stored refs pending

Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors

Aleksei Tiulpin, Florian Buettner, Matthew B. Blaschko, Sebastian G. Gruber, Teodora Popordanoska

arxiv:2312.08589 v1 · 2023-12-14 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EXSVH5ITFV3U4OAPGMPPSAJ4BO}

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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

Eigenvalue Calibration for Semantic Embeddings of Large Language Models

Receipt and verification

First computed	2026-07-05T07:24:06.316654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25e553f5132d774e380f331ef9013c0b9f554e2e96b72d243ea2d2f8a1e10cdf

Aliases

arxiv: 2312.08589 · arxiv_version: 2312.08589v1 · doi: 10.48550/arxiv.2312.08589 · pith_short_12: EXSVH5ITFV3U · pith_short_16: EXSVH5ITFV3U4OAP · pith_short_8: EXSVH5IT

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/EXSVH5ITFV3U4OAPGMPPSAJ4BO \
  | 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: 25e553f5132d774e380f331ef9013c0b9f554e2e96b72d243ea2d2f8a1e10cdf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80375bcab0d36eb938accbfeb45787b293c54e1b7bcc3add7a055772fd28bcfe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-14T01:20:08Z",
    "title_canon_sha256": "64a4f2c88ca9dbec477007ad9532fb4736660a810eeb507943767310e44d802b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08589",
    "kind": "arxiv",
    "version": 1
  }
}