Pith Number

pith:KY23G67T

pith:2019:KY23G67TU3WNDWB7CFKU4PCQY6

not attested not anchored not stored refs pending

DPSOM: Deep Probabilistic Clustering with Self-Organizing Maps

Gunnar R\"atsch, Julia Vogt, Laura Manduchi, Matthias H\"user, Vincent Fortuin

arxiv:1910.01590 v3 · 2019-10-03 · 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{KY23G67TU3WNDWB7CFKU4PCQY6}

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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

Bridging the Gap: A Decade Review of Time-Series Clustering Methods

Receipt and verification

First computed	2026-07-05T01:09:01.020519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5635b37bf3a6ecd1d83f11554e3c50c7967f63dd7dc1d3395dbf01a6fa659d1d

Aliases

arxiv: 1910.01590 · arxiv_version: 1910.01590v3 · doi: 10.48550/arxiv.1910.01590 · pith_short_12: KY23G67TU3WN · pith_short_16: KY23G67TU3WNDWB7 · pith_short_8: KY23G67T

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/KY23G67TU3WNDWB7CFKU4PCQY6 \
  | 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: 5635b37bf3a6ecd1d83f11554e3c50c7967f63dd7dc1d3395dbf01a6fa659d1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f82dee483f4de30bf4b5cbb19eac6583ae57681e92051f83a15daa129c83dcae",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-03T16:47:33Z",
    "title_canon_sha256": "71bd220b6d24a0095d6c33bdd2fff0e39712a08b6540b2b116d4142f9b427fe7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.01590",
    "kind": "arxiv",
    "version": 3
  }
}