Pith Number

pith:UDR2JC66

pith:2021:UDR2JC66FLEZAW6EF6J3PEDDGS

not attested not anchored not stored refs pending

Interpretable Models for Granger Causality Using Self-explaining Neural Networks

Julia E. Vogt, Ri\v{c}ards Marcinkevi\v{c}s

arxiv:2101.07600 v1 · 2021-01-19 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{UDR2JC66FLEZAW6EF6J3PEDDGS}

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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

CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios

Integrating Causal DAGs in Deep RL: Activating Minimal Markovian States with Multi-Order Exposure

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

Receipt and verification

First computed	2026-07-05T02:07:59.426118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0e3a48bde2ac9905bc42f93b7906334aaccc37add2ad3bc250fba92fdeffdbb

Aliases

arxiv: 2101.07600 · arxiv_version: 2101.07600v1 · doi: 10.48550/arxiv.2101.07600 · pith_short_12: UDR2JC66FLEZ · pith_short_16: UDR2JC66FLEZAW6E · pith_short_8: UDR2JC66

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/UDR2JC66FLEZAW6EF6J3PEDDGS \
  | 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: a0e3a48bde2ac9905bc42f93b7906334aaccc37add2ad3bc250fba92fdeffdbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb2fb79f698aa3d59da604bd4937071fcd61a265edac1c09f5565cc027e07928",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-19T12:59:00Z",
    "title_canon_sha256": "cdc541d225db5b27eda2661199c111cdbcfaf1df9d290c87dff626730e1c336a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.07600",
    "kind": "arxiv",
    "version": 1
  }
}