Pith Number

pith:VITDREAW

pith:2020:VITDREAWMXG4OXVPHM2YQBLIJI

not attested not anchored not stored refs pending

Differentiable Causal Discovery from Interventional Data

Alexandre Drouin, Alexandre Lacoste, Philippe Brouillard, S\'ebastien Lachapelle, Simon Lacoste-Julien

arxiv:2007.01754 v2 · 2020-07-03 · cs.LG · 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{VITDREAWMXG4OXVPHM2YQBLIJI}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

4 papers in Pith

Causal Density Functions

Do Real-World Datasets Contain Natural Experiments? An Empirical Study Using Causal Feature Selection

Prognostic Value of Lung Ultrasound Biomarkers for Readmission Risk in Congestive Heart Failure: A Pilot Data-Driven Analysis

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data

Receipt and verification

First computed	2026-07-05T01:49:04.164749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa2638901665cdc75eaf3b358805684a339a9bdb82e653738eb68e09b975eb98

Aliases

arxiv: 2007.01754 · arxiv_version: 2007.01754v2 · doi: 10.48550/arxiv.2007.01754 · pith_short_12: VITDREAWMXG4 · pith_short_16: VITDREAWMXG4OXVP · pith_short_8: VITDREAW

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/VITDREAWMXG4OXVPHM2YQBLIJI \
  | 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: aa2638901665cdc75eaf3b358805684a339a9bdb82e653738eb68e09b975eb98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85d93bedf84f8b87585377e5c300773071d3a894bd53d9c049277fa67e3c1ab6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-03T15:19:17Z",
    "title_canon_sha256": "72548f1cabc0e54f81e0a8594b401784e71409a4f4e9b942bfff37908728d4c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.01754",
    "kind": "arxiv",
    "version": 2
  }
}