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Pith Number

pith:4FJKAUVB

pith:2023:4FJKAUVBLJP4XYQHNMFX257RPL
not attested not anchored not stored refs pending

Shapley-Based Data Valuation with Mutual Information: A Key to Modified K-Nearest Neighbors

Azim Akhtarshenas, Maryam Sabbaghian, Mohammad Ali Vahedifar, Mohammad Mohammadi Rafatpanah

arxiv:2312.01991 v4 · 2023-12-04 · cs.LG · cs.IT · math.IT

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\usepackage{pith}
\pithnumber{4FJKAUVBLJP4XYQHNMFX257RPL}

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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

Receipt and verification
First computed 2026-07-05T11:34:40.763426Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e152a052a15a5fcbe2076b0b7d77f17af6dba94afb0109eff7882731969844f6

Aliases

arxiv: 2312.01991 · arxiv_version: 2312.01991v4 · doi: 10.48550/arxiv.2312.01991 · pith_short_12: 4FJKAUVBLJP4 · pith_short_16: 4FJKAUVBLJP4XYQH · pith_short_8: 4FJKAUVB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4FJKAUVBLJP4XYQHNMFX257RPL \
  | 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: e152a052a15a5fcbe2076b0b7d77f17af6dba94afb0109eff7882731969844f6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e8950d8f39bd86f0bbd282cbad979d86d9780f522220386acfc0c1bf9083d425",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-04T16:10:34Z",
    "title_canon_sha256": "6b16813f194f0aba3b7e960e6050529e9731f023f775badbbf9e30128db369a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01991",
    "kind": "arxiv",
    "version": 4
  }
}