Pith Number

pith:HPC2NW5W

pith:2024:HPC2NW5WCPTPHQTWTX4GSW56MX

not attested not anchored not stored refs pending

Causal Analysis of Shapley Values: Conditional vs. Marginal

Ilya Rozenfeld

arxiv:2409.06157 v1 · 2024-09-10 · cs.GT · cs.LG · stat.ME · 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{HPC2NW5WCPTPHQTWTX4GSW56MX}

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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

On Model Extrapolation in Marginal Shapley Values

Receipt and verification

First computed	2026-07-05T09:05:02.814160Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bc5a6dbb613e6f3c2769df8695bbe65cbfc9f8286d237e9a7b71fb343252afa

Aliases

arxiv: 2409.06157 · arxiv_version: 2409.06157v1 · doi: 10.48550/arxiv.2409.06157 · pith_short_12: HPC2NW5WCPTP · pith_short_16: HPC2NW5WCPTPHQTW · pith_short_8: HPC2NW5W

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/HPC2NW5WCPTPHQTWTX4GSW56MX \
  | 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: 3bc5a6dbb613e6f3c2769df8695bbe65cbfc9f8286d237e9a7b71fb343252afa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7b2302289316314115b9f5208b541af91f98e69245899fe4fd2794cc0ea8fd7",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-09-10T02:07:39Z",
    "title_canon_sha256": "7e4384782ad04658e3ea1769aa89cc6504979d5e068acc409cf4cac0779da893"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.06157",
    "kind": "arxiv",
    "version": 1
  }
}