Pith Number

pith:BHGJWTUE

pith:2024:BHGJWTUEEZHIPDVLAXQG2YKBAW

not attested not anchored not stored refs pending

Robust Counterfactual Explanations in Machine Learning: A Survey

Antonio Rago, Francesca Toni, Francesco Leofante, Junqi Jiang

arxiv:2402.01928 v1 · 2024-02-02 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BHGJWTUEEZHIPDVLAXQG2YKBAW}

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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

3 papers in Pith

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan

Faster Verified Explanations for Neural Networks

Receipt and verification

First computed	2026-07-05T07:41:08.335392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09cc9b4e84264e878eab05e06d614105a1ff3495eb84af40b1abafcb8a249aba

Aliases

arxiv: 2402.01928 · arxiv_version: 2402.01928v1 · doi: 10.48550/arxiv.2402.01928 · pith_short_12: BHGJWTUEEZHI · pith_short_16: BHGJWTUEEZHIPDVL · pith_short_8: BHGJWTUE

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/BHGJWTUEEZHIPDVLAXQG2YKBAW \
  | 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: 09cc9b4e84264e878eab05e06d614105a1ff3495eb84af40b1abafcb8a249aba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e6a2ee17265282a47b004ee4eba146ff0560308216b256443c5bbf54c097046",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-02T21:56:58Z",
    "title_canon_sha256": "de8dfb3e59711e28f42e385e1f440950d576ed7292f00fc07dd0e51bfb0898e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01928",
    "kind": "arxiv",
    "version": 1
  }
}