Pith Number

pith:ODOYAM4E

pith:2019:ODOYAM4EBXZ7UTDDSY2KTSF35Y

not attested not anchored not stored refs pending

Gradient-based training of Gaussian Mixture Models for High-Dimensional Streaming Data

Alexander Gepperth, Benedikt Pf\"ulb

arxiv:1912.09379 v3 · 2019-12-18 · 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{ODOYAM4EBXZ7UTDDSY2KTSF35Y}

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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

Extreme Deconvolution Reimagined: Conditional Densities via Neural Networks and an Application in Quasar Classification

Receipt and verification

First computed	2026-07-05T02:54:27.937835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70dd8033840df3fa4c639634a9c8bbee163da3bfecfd8c2ddee6edb8909a6892

Aliases

arxiv: 1912.09379 · arxiv_version: 1912.09379v3 · doi: 10.48550/arxiv.1912.09379 · pith_short_12: ODOYAM4EBXZ7 · pith_short_16: ODOYAM4EBXZ7UTDD · pith_short_8: ODOYAM4E

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/ODOYAM4EBXZ7UTDDSY2KTSF35Y \
  | 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: 70dd8033840df3fa4c639634a9c8bbee163da3bfecfd8c2ddee6edb8909a6892

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d83cbe09cbf0e54793d53f7c99a8bf5c7d5ba627d9c39799da47825bfde8fb02",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-18T09:35:39Z",
    "title_canon_sha256": "9583372bb1efa833fd2cecf78a5a2531ddd11ba9b8132494cec0243910f5b3e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.09379",
    "kind": "arxiv",
    "version": 3
  }
}