Pith Number

pith:JSS5J6BW

pith:2024:JSS5J6BWY7FJ2ZJ6DYSGM237DX

not attested not anchored not stored refs pending

Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes

Cecilia Casolo, Cristopher Salvi, Emilio Ferrucci, Georg Manten, Niki Kilbertus, S{\o}ren Wengel Mogensen

arxiv:2402.18477 v4 · 2024-02-28 · cs.LG · cs.AI · 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{JSS5J6BWY7FJ2ZJ6DYSGM237DX}

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

5 papers in Pith

Signature-Based Optimal Execution for Statistical Arbitrage with Path-Dependent Trading Signals

Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series

A Call to Lagrangian Action: Learning Population Mechanics from Temporal Snapshots

Receipt and verification

First computed	2026-07-05T10:22:44.532692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ca5d4f836c7ca9d653e1e24666b7f1de95b0e4838488fae023fdb4be436c84c

Aliases

arxiv: 2402.18477 · arxiv_version: 2402.18477v4 · doi: 10.48550/arxiv.2402.18477 · pith_short_12: JSS5J6BWY7FJ · pith_short_16: JSS5J6BWY7FJ2ZJ6 · pith_short_8: JSS5J6BW

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/JSS5J6BWY7FJ2ZJ6DYSGM237DX \
  | 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: 4ca5d4f836c7ca9d653e1e24666b7f1de95b0e4838488fae023fdb4be436c84c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76b8fa68393273754ed30fc9f40dd21ab7b24cd4de9a6db5669cb48ab64414e8",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-28T16:58:31Z",
    "title_canon_sha256": "bf467c02e9c91bb176338c9d557d76892fa799b6d64ed45b85a400c0eed05496"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18477",
    "kind": "arxiv",
    "version": 4
  }
}