Pith Number

pith:GEVJUI5A

pith:2022:GEVJUI5ACFOKVAPQCMLOPH7HMB

not attested not anchored not stored refs pending

Causal discovery for time series with latent confounders

Christian Reiser

arxiv:2209.03427 v1 · 2022-09-07 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GEVJUI5ACFOKVAPQCMLOPH7HMB}

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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

3 papers in Pith

Conditioning-Depth Diagnostics for Hidden Memory in Temporal Causal Discovery

Causal Discovery from Heteroscedastic Stochastic Dynamical Systems under Imperfect Physical Models

TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations

Receipt and verification

First computed	2026-07-05T04:55:41.582539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

312a9a23a0115caa81f01316e79fe760483d08cda3d7e27717cc8434286d86b7

Aliases

arxiv: 2209.03427 · arxiv_version: 2209.03427v1 · doi: 10.48550/arxiv.2209.03427 · pith_short_12: GEVJUI5ACFOK · pith_short_16: GEVJUI5ACFOKVAPQ · pith_short_8: GEVJUI5A

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/GEVJUI5ACFOKVAPQCMLOPH7HMB \
  | 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: 312a9a23a0115caa81f01316e79fe760483d08cda3d7e27717cc8434286d86b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25d9a329320508524b743500b9e1a59745d3c1996998e26d263e19c0761daf34",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-09-07T18:57:19Z",
    "title_canon_sha256": "f25971355b638f4a3f0cdfc5bc7bc2c6e6fd00ee9debefa97fc85e8443f52792"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.03427",
    "kind": "arxiv",
    "version": 1
  }
}