Pith Number

pith:RWNBK7YH

pith:2020:RWNBK7YHSQHGPX44O6I6DNXEBE

not attested not anchored not stored refs pending

Aleatoric and Epistemic Uncertainty with Random Forests

Eyke H\"ullermeier, Mohammad Hossein Shaker

arxiv:2001.00893 v1 · 2020-01-03 · 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{RWNBK7YHSQHGPX44O6I6DNXEBE}

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

Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition

Receipt and verification

First computed	2026-07-05T00:29:33.366347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d9a157f07940e67df9c7791e1b6e4092f3fdda7e5a33ff7d95afdec9d8a1bb9

Aliases

arxiv: 2001.00893 · arxiv_version: 2001.00893v1 · doi: 10.48550/arxiv.2001.00893 · pith_short_12: RWNBK7YHSQHG · pith_short_16: RWNBK7YHSQHGPX44 · pith_short_8: RWNBK7YH

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/RWNBK7YHSQHGPX44O6I6DNXEBE \
  | 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: 8d9a157f07940e67df9c7791e1b6e4092f3fdda7e5a33ff7d95afdec9d8a1bb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47191c7a2b64ab0d91325d4a5262f17deb12fa248301db189fa8299bcc6e2bb9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-03T17:08:44Z",
    "title_canon_sha256": "e532fc76c456ca8d5f5870b02abe4782f3578cc001a5712ef2f9406ce8236c3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.00893",
    "kind": "arxiv",
    "version": 1
  }
}