Pith Number

pith:U63SFQXD

pith:2020:U63SFQXD67WOD6FPO6MRZBSBYJ

not attested not anchored not stored refs pending

Marginal Contribution Feature Importance -- an Axiomatic Approach for The Natural Case

Amnon Catav, Boyang Fu, Jason Ernst, Ran Gilad-Bachrach, Sriram Sankararaman

arxiv:2010.07910 v1 · 2020-10-15 · cs.LG

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\usepackage{pith}
\pithnumber{U63SFQXD67WOD6FPO6MRZBSBYJ}

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Record completeness

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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

Information-theoretic Quantification of High-order Feature Effects in Classification Problems

Receipt and verification

First computed	2026-07-05T01:43:21.789116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7b722c2e3f7ece1f8af77991c8641c2613195e2beda4678d0af3bcdaba00ec9

Aliases

arxiv: 2010.07910 · arxiv_version: 2010.07910v1 · doi: 10.48550/arxiv.2010.07910 · pith_short_12: U63SFQXD67WO · pith_short_16: U63SFQXD67WOD6FP · pith_short_8: U63SFQXD

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/U63SFQXD67WOD6FPO6MRZBSBYJ \
  | 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: a7b722c2e3f7ece1f8af77991c8641c2613195e2beda4678d0af3bcdaba00ec9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc2e5bec3559efb8716a4042c1983e5cc4d1b1b87c0de8312d0154b26a02549e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-15T17:41:42Z",
    "title_canon_sha256": "054f2ee18e16ac39fbbf200f6dada70f5fedf0ff8c9aba359526764759ce1898"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.07910",
    "kind": "arxiv",
    "version": 1
  }
}