Pith Number

pith:NDNMXWEC

pith:2020:NDNMXWECH7NBC2QCIOLQAHS34J

not attested not anchored not stored refs pending

Adapting Neural Networks for Uplift Models

Belbahri Mouloud, Gandouet Olivier, Kazma Ghaith

arxiv:2011.00041 v1 · 2020-10-30 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{NDNMXWECH7NBC2QCIOLQAHS34J}

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Record completeness

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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

Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing

Receipt and verification

First computed	2026-07-05T01:47:56.426013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68dacbd8823fda116a024397001e5be26b1ec63de6be51709c1f49c6dac2df8f

Aliases

arxiv: 2011.00041 · arxiv_version: 2011.00041v1 · doi: 10.48550/arxiv.2011.00041 · pith_short_12: NDNMXWECH7NB · pith_short_16: NDNMXWECH7NBC2QC · pith_short_8: NDNMXWEC

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/NDNMXWECH7NBC2QCIOLQAHS34J \
  | 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: 68dacbd8823fda116a024397001e5be26b1ec63de6be51709c1f49c6dac2df8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "144170fd77a60d5613f584f5e213ede3a26964413cc83394e8ed807344639907",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-10-30T18:42:56Z",
    "title_canon_sha256": "90b986f08f63241bea8628275e77a98010a7931aae31869d9d1a599a497efc6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.00041",
    "kind": "arxiv",
    "version": 1
  }
}