Pith Number

pith:PRLVBVOY

pith:2022:PRLVBVOYDVFVDTFKC33BTS3D2D

not attested not anchored not stored refs pending

Function Classes for Identifiable Nonlinear Independent Component Analysis

Bernhard Sch\"olkopf, Michel Besserve, Simon Buchholz

arxiv:2208.06406 v1 · 2022-08-12 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PRLVBVOYDVFVDTFKC33BTS3D2D}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

5 papers in Pith

How Optimality Structures Sparse Dictionaries: A Theory for Understanding SAE Representations

Disentanglement Beyond Generative Models with Riemannian ICA

PDGMM-VAE: A Variational Autoencoder with Adaptive Per-Dimension Gaussian Mixture Model Priors for Nonlinear ICA

From Generalist to Specialist Representation

Diverse Dictionary Learning

Receipt and verification

First computed	2026-07-05T05:34:32.520101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c5750d5d81d4b51ccaa16f619cb63d0f078ee54351dc2b255c29c943bf296d7

Aliases

arxiv: 2208.06406 · arxiv_version: 2208.06406v1 · doi: 10.48550/arxiv.2208.06406 · pith_short_12: PRLVBVOYDVFV · pith_short_16: PRLVBVOYDVFVDTFK · pith_short_8: PRLVBVOY

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/PRLVBVOYDVFVDTFKC33BTS3D2D \
  | 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: 7c5750d5d81d4b51ccaa16f619cb63d0f078ee54351dc2b255c29c943bf296d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e59e67d61b1e3248ccc567d24837c9c69df3af70d483a755ffe890649ac9f88d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-08-12T17:58:31Z",
    "title_canon_sha256": "4a89f4e26c19a748a7731414b1c45653fecdea115dcd0ccc779bed9fd0c94729"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.06406",
    "kind": "arxiv",
    "version": 1
  }
}