Pith Number

pith:UQDTCKPL

pith:2024:UQDTCKPLVDIRDBH5LYBLUIXYZY

not attested not anchored not stored refs pending

Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference

Md Musfiqur Rahman, Murat Kocaoglu

arxiv:2401.01426 v2 · 2024-01-02 · cs.LG · cs.AI · cs.IT · math.IT · stat.ME · 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{UQDTCKPLVDIRDBH5LYBLUIXYZY}

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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

1 paper in Pith

MCAM: Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding

Receipt and verification

First computed	2026-07-05T09:26:23.398534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4073129eba8d11184fd5e02ba22f8ce2bee50719fe3a1b474d616c651969445

Aliases

arxiv: 2401.01426 · arxiv_version: 2401.01426v2 · doi: 10.48550/arxiv.2401.01426 · pith_short_12: UQDTCKPLVDIR · pith_short_16: UQDTCKPLVDIRDBH5 · pith_short_8: UQDTCKPL

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/UQDTCKPLVDIRDBH5LYBLUIXYZY \
  | 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: a4073129eba8d11184fd5e02ba22f8ce2bee50719fe3a1b474d616c651969445

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d099214f3e964c8d4aaebd5de56161fcc7aa4d59bfe8ffb06dcde7d6cd96cff4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-02T20:31:15Z",
    "title_canon_sha256": "7878f8049118228db2f9ff6faf6d5e1d7299fcc694b172e735ab2b20583dd69c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.01426",
    "kind": "arxiv",
    "version": 2
  }
}