Pith Number

pith:TST4LUI5

pith:2012:TST4LUI5RLDGLCHSVQQ7INFOMB

not attested not anchored not stored refs pending

On Causal and Anticausal Learning

Bernhard Schoelkopf (Max Planck Institute for Intelligent Systems), Dominik Janzing (Max Planck Institute for Intelligent Systems), Eleni Sgouritsa (Max Planck Institute for Intelligent Systems), Jonas Peters (Max Planck Institute for Intelligent Systems), Joris Mooij (Radboud University), Kun Zhang (Max Planck Institute for Intelligent Systems)

arxiv:1206.6471 v1 · 2012-06-27 · cs.LG · stat.ML

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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

Cited by

2 papers in Pith

Beyond Instance-Level Self-Supervision in 3D Multi-Modal Medical Imaging

CausalDisenSeg: A Causality-Guided Disentanglement Framework with Counterfactual Reasoning for Robust Brain Tumor Segmentation Under Missing Modalities

Receipt and verification

First computed	2026-05-18T03:52:13.801727Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ca7c5d11d8ac66588f2ac21f434ae6042b20df0c7c4af7590dbfab2e0022149

Aliases

arxiv: 1206.6471 · arxiv_version: 1206.6471v1 · doi: 10.48550/arxiv.1206.6471

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/TST4LUI5RLDGLCHSVQQ7INFOMB \
  | 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: 9ca7c5d11d8ac66588f2ac21f434ae6042b20df0c7c4af7590dbfab2e0022149

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1294fffe59d41281712f8197b98e3f2e30601feca1d4a48de3ab301a728cd628",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-06-27T19:59:59Z",
    "title_canon_sha256": "091cd1135c3e4883052d612ba6644301c5b4f7b39f59c8f5356872b02345e61a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.6471",
    "kind": "arxiv",
    "version": 1
  }
}