Pith Number

pith:3PPH4HX5

pith:2019:3PPH4HX5KYROXNQWCMJJIXUT6W

not attested not anchored not stored refs pending

Quantifying Model Complexity via Functional Decomposition for Better Post-Hoc Interpretability

Bernd Bischl, Christoph Molnar, Giuseppe Casalicchio

arxiv:1904.03867 v2 · 2019-04-08 · 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{3PPH4HX5KYROXNQWCMJJIXUT6W}

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

Multi-Objective Automatic Machine Learning with AutoxgboostMC

Receipt and verification

First computed	2026-07-05T03:50:11.898604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbde7e1efd5622ebb6161312945e93f58093779f47984de9909ee178894a1a62

Aliases

arxiv: 1904.03867 · arxiv_version: 1904.03867v2 · doi: 10.48550/arxiv.1904.03867 · pith_short_12: 3PPH4HX5KYRO · pith_short_16: 3PPH4HX5KYROXNQW · pith_short_8: 3PPH4HX5

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/3PPH4HX5KYROXNQWCMJJIXUT6W \
  | 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: dbde7e1efd5622ebb6161312945e93f58093779f47984de9909ee178894a1a62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fcbd44df3076a900c3f81d80dc26ee7f3d7b8403ae5cae90b7ebfacbaa39ec28",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-04-08T07:02:14Z",
    "title_canon_sha256": "61222fdce959cdaef8675e25fa7081e2c303b93467a4a62c801c15728e1afeec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.03867",
    "kind": "arxiv",
    "version": 2
  }
}