Pith Number

pith:VC2IMLI5

pith:2023:VC2IMLI5A3G3OMM3KC74TXLCWJ

not attested not anchored not stored refs pending

Nonlinear Independent Component Analysis for Principled Disentanglement in Unsupervised Deep Learning

Aapo Hyvarinen, Hiroshi Morioka, Ilyes Khemakhem

arxiv:2303.16535 v2 · 2023-03-29 · 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{VC2IMLI5A3G3OMM3KC74TXLCWJ}

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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

Nonlinear Independent Component Analysis Scheme and its application to gravitational wave data analysis

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

Receipt and verification

First computed	2026-07-05T06:47:19.457095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8b4862d1d06cdb7319b50bfc9dd62b269e3ad0c0450e74b409ee23d25fc9af2

Aliases

arxiv: 2303.16535 · arxiv_version: 2303.16535v2 · doi: 10.48550/arxiv.2303.16535 · pith_short_12: VC2IMLI5A3G3 · pith_short_16: VC2IMLI5A3G3OMM3 · pith_short_8: VC2IMLI5

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/VC2IMLI5A3G3OMM3KC74TXLCWJ \
  | 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: a8b4862d1d06cdb7319b50bfc9dd62b269e3ad0c0450e74b409ee23d25fc9af2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16c8b33c327d38ed40b86fd740324028b3d4f53f5453307cb23df6a6e75903cf",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-29T08:51:28Z",
    "title_canon_sha256": "07dc93f88d62c186f22d7899ab1317edbb5f6ce1a0ca59af6138b55cd77bff94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.16535",
    "kind": "arxiv",
    "version": 2
  }
}