Pith Number

pith:MMILJMWQ

pith:2023:MMILJMWQ6OUYGZ6ZBXWGGXT4NO

not attested not anchored not stored refs pending

On Counterfactual Data Augmentation Under Confounding

Abbavaram Gowtham Reddy, Amit Sharma, Charchit Sharma, Saketh Bachu, Saloni Dash, Vineeth N Balasubramanian

arxiv:2305.18183 v2 · 2023-05-29 · cs.LG · cs.CV · 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{MMILJMWQ6OUYGZ6ZBXWGGXT4NO}

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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 Measuring Intrinsic Causal Attributions in Deep Neural Networks

Receipt and verification

First computed	2026-07-05T07:14:54.081899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6310b4b2d0f3a98367d90dec635e7c6b986f101dbe1cdc69fb8a0d31b6cc4e8a

Aliases

arxiv: 2305.18183 · arxiv_version: 2305.18183v2 · doi: 10.48550/arxiv.2305.18183 · pith_short_12: MMILJMWQ6OUY · pith_short_16: MMILJMWQ6OUYGZ6Z · pith_short_8: MMILJMWQ

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/MMILJMWQ6OUYGZ6ZBXWGGXT4NO \
  | 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: 6310b4b2d0f3a98367d90dec635e7c6b986f101dbe1cdc69fb8a0d31b6cc4e8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edfba8347a5b6a5796bf43382c59b89088a9785be91e42891143a23b6adb5453",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-29T16:20:23Z",
    "title_canon_sha256": "c0ea4db24c6633cb658aba625b120aa214bb874f3d98e051b5c44f295566ed47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18183",
    "kind": "arxiv",
    "version": 2
  }
}