Pith Number

pith:F6GZJBT4

pith:2020:F6GZJBT4JIMJHX5DW37ZSNUY3O

not attested not anchored not stored refs pending

Multi-Objective Counterfactual Explanations

Bernd Bischl, Christoph Molnar, Martin Binder, Susanne Dandl

arxiv:2004.11165 v2 · 2020-04-23 · 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{F6GZJBT4JIMJHX5DW37ZSNUY3O}

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

An Explainable Gaussian Process Auto-encoder for Tabular Data

Receipt and verification

First computed	2026-07-05T01:43:14.813043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f8d94867c4a1893dfa3b6ff993698dbbb13c6521b615b726e87beb7b9780017

Aliases

arxiv: 2004.11165 · arxiv_version: 2004.11165v2 · doi: 10.48550/arxiv.2004.11165 · pith_short_12: F6GZJBT4JIMJ · pith_short_16: F6GZJBT4JIMJHX5D · pith_short_8: F6GZJBT4

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/F6GZJBT4JIMJHX5DW37ZSNUY3O \
  | 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: 2f8d94867c4a1893dfa3b6ff993698dbbb13c6521b615b726e87beb7b9780017

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02a4e34588fca4cbba7c8ec86067de90e29333b8d0be84c887a10351fad92350",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-04-23T13:56:39Z",
    "title_canon_sha256": "b3b579ff0daa38186510d3425ca6a479ef387c098a3d3eae809c40264bc8ba4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.11165",
    "kind": "arxiv",
    "version": 2
  }
}