Pith Number

pith:TUZ4KHPE

pith:2024:TUZ4KHPEDEAAQ6ECWNWWNML6IP

not attested not anchored not stored refs pending

Unifying Causal Representation Learning with the Invariance Principle

Dario Rancati, Dingling Yao, Francesco Locatello, Marco Fumero, Riccardo Cadei

arxiv:2409.02772 v2 · 2024-09-04 · 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{TUZ4KHPEDEAAQ6ECWNWWNML6IP}

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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

2 papers in Pith

Unsupervised Causal Abstractions Discovery

A Dialogue between Causal and Traditional Representation Learning: Toward Mutual Benefits in a Unified Formulation

Receipt and verification

First computed	2026-07-05T10:24:24.591296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d33c51de41900087882b36d66b17e43cb8477b116d0b798d6d4767281258301

Aliases

arxiv: 2409.02772 · arxiv_version: 2409.02772v2 · doi: 10.48550/arxiv.2409.02772 · pith_short_12: TUZ4KHPEDEAA · pith_short_16: TUZ4KHPEDEAAQ6EC · pith_short_8: TUZ4KHPE

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/TUZ4KHPEDEAAQ6ECWNWWNML6IP \
  | 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: 9d33c51de41900087882b36d66b17e43cb8477b116d0b798d6d4767281258301

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a946bf02a2989e3d273e3a2f0ea05c452172af3f3bbaeb01c7a8e1a35e9d058",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-04T14:51:36Z",
    "title_canon_sha256": "8f3b9d3c00cb99e48a9ef9f6ef2ab53d45663566b657cc82d7b6058733fb4b25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.02772",
    "kind": "arxiv",
    "version": 2
  }
}