Pith Number

pith:ABUW7DVS

pith:2022:ABUW7DVS7YJA3NDGSXZGYPMHOL

not attested not anchored not stored refs pending

Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems

Efstratios Gavves, Phillip Lippe, Sara Magliacane, Sindy L\"owe, Taco Cohen, Yuki M. Asano

arxiv:2206.06169 v2 · 2022-06-13 · 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{ABUW7DVS7YJA3NDGSXZGYPMHOL}

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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

Learning Latent Dynamical Causal Processes for Single-Cell Perturbation Prediction

What Makes a Representation Good for Single-Cell Perturbation Prediction?

Receipt and verification

First computed	2026-07-05T05:49:04.049136Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00696f8eb2fe120db46695f26c3d8772ddd575ed975a6ae526e5eb78c1369fc1

Aliases

arxiv: 2206.06169 · arxiv_version: 2206.06169v2 · doi: 10.48550/arxiv.2206.06169 · pith_short_12: ABUW7DVS7YJA · pith_short_16: ABUW7DVS7YJA3NDG · pith_short_8: ABUW7DVS

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/ABUW7DVS7YJA3NDGSXZGYPMHOL \
  | 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: 00696f8eb2fe120db46695f26c3d8772ddd575ed975a6ae526e5eb78c1369fc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d9ad0bf5ca3782ef3762fd65d8706ff5cc9fb210d78747d7eaf90e2da400ba9",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-13T13:56:40Z",
    "title_canon_sha256": "1145a90177638f7a424f2253b2a84e7cf8d03184c062a84ea07f62ef54379c39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06169",
    "kind": "arxiv",
    "version": 2
  }
}