Pith Number

pith:SUTLGUHB

pith:2025:SUTLGUHB7LJPB3SAFA3AFKIKFN

not attested not anchored not stored refs pending

Identifying Metric Structures of Deep Latent Variable Models

Benjamin Bloem-Reddy, Johnny Xi, S{\o}ren Hauberg, Stas Syrota, Yevgen Zainchkovskyy

arxiv:2502.13757 v3 · 2025-02-19 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{SUTLGUHB7LJPB3SAFA3AFKIKFN}

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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

Unsupervised Causal Abstractions Discovery

Receipt and verification

First computed	2026-07-05T11:12:27.637190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9526b350e1fad2f0ee40283602a90a2b77e985fe186cbf48bb6b3d686f082a07

Aliases

arxiv: 2502.13757 · arxiv_version: 2502.13757v3 · doi: 10.48550/arxiv.2502.13757 · pith_short_12: SUTLGUHB7LJP · pith_short_16: SUTLGUHB7LJPB3SA · pith_short_8: SUTLGUHB

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/SUTLGUHB7LJPB3SAFA3AFKIKFN \
  | 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: 9526b350e1fad2f0ee40283602a90a2b77e985fe186cbf48bb6b3d686f082a07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8a647efccf6e239f42644548dce8726d1369a640aa959636a60b1edab557c7e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-19T14:20:28Z",
    "title_canon_sha256": "af2871eaccce1979bc97eea742656d9800646106e47c3b5e2413cd222db7b190"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13757",
    "kind": "arxiv",
    "version": 3
  }
}